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		<id>http://wikis.swarthmore.edu/ling073/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Mfergus3</id>
		<title>LING073 - User contributions [en]</title>
		<link rel="self" type="application/atom+xml" href="http://wikis.swarthmore.edu/ling073/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Mfergus3"/>
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		<updated>2026-10-25T10:19:32Z</updated>
		<subtitle>User contributions</subtitle>
		<generator>MediaWiki 1.27.7</generator>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak&amp;diff=14668</id>
		<title>Biak</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak&amp;diff=14668"/>
				<updated>2021-05-20T17:34:50Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Developed Resources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
&lt;br /&gt;
* [https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus Corpus repository]&lt;br /&gt;
* [https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-keyboard Biak Keyboard]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak/Grammar Grammar Documentation]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak/Transducer Biak Transducer]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak/Disambiguation Biak Disambiguation]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak_and_English Biak and English]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
* [https://wikis.swarthmore.edu/ling073/Biak/Final_project Final Project]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
===Computational Resources===&lt;br /&gt;
&lt;br /&gt;
===Dictionaries===&lt;br /&gt;
# [http://biak.clp.ox.ac.uk/ Dictionary and several texts with English translations]&lt;br /&gt;
#:*A dictionary database in Toolbox format for a series of transcribed texts. &lt;br /&gt;
#:*&amp;quot;freely available in digital form for further linguistic analysis.&amp;quot;&lt;br /&gt;
# [http://talkingdictionary.swarthmore.edu/biak/ Talking dictionary]&lt;br /&gt;
#:*Online dictionary tool with 342 word entries and 336 corresponding audio files.&lt;br /&gt;
#:*Copyright © 2016 Biak community&lt;br /&gt;
# [https://lexifier.lautgesetz.com/lexicons/6957dd75-7125-4ae9-a907-134b3369af73/entries Dictionary wordlist]&lt;br /&gt;
#:*Online dictionary for approximately 688 entries in &amp;#039;Numfor&amp;#039; dialect. &lt;br /&gt;
# Biak lexicon, available in PDF&lt;br /&gt;
#:* A photocopied dictionary.&lt;br /&gt;
&lt;br /&gt;
===Grammatical Descriptions===&lt;br /&gt;
# [https://www2.fgw.vu.nl/oz/biak/phono.php Description of phonology/morphology/syntax of Biak]&lt;br /&gt;
#:*Phonology, Morphology, and Syntax resources on Biak.&lt;br /&gt;
# [https://www.lotpublications.nl/biak-description-of-an-austronesian-language-of-papua-biak-description-of-an-austronesian-language-of-papua PhD dissertation written on Biak]&lt;br /&gt;
#:*A description of the Biak language.&lt;br /&gt;
# Grammar of Biak by Wilco van den Heivel, available in PDF form.&lt;br /&gt;
#:* Grammatical description of Biak. &lt;br /&gt;
&lt;br /&gt;
===Scientific Works===&lt;br /&gt;
# [https://ebookcentral.proquest.com/lib/swarthmore/detail.action?docID=364681&amp;amp;pq-origsite=primo Grammatical borrowing in Biak]&lt;br /&gt;
#:*A description of grammatical borrowing in Biak.&lt;br /&gt;
# [https://www-jstor-org.proxy.swarthmore.edu/stable/27863701?sid=primo&amp;amp;seq=1#metadata_info_tab_contents Number in Biak; Counterevidence to two alleged language universals]&lt;br /&gt;
#:*A survey of how number is indicated in the morphology and syntax of Biak.&lt;br /&gt;
&lt;br /&gt;
===Corpora===&lt;br /&gt;
# [https://www2.fgw.vu.nl/oz/biak/pp.php Biak prayers and songs]&lt;br /&gt;
#:* Text and audio versions of prayers and their English translations.&lt;br /&gt;
#:* Content © 2010-12 The Language Documentation Group / Dr W. van den Heuvel&lt;br /&gt;
# [http://biak.clp.ox.ac.uk/Texts.txt Collection of texts, with English glosses]&lt;br /&gt;
#:*A collection of 64 excerpts of Biak, 24 of which include English translations. Includes XML format of texts which is suitable for computational purposes.&lt;br /&gt;
#:*&amp;quot;freely available in digital form for further linguistic analysis.&amp;quot;&lt;br /&gt;
# [https://www.jw.org/bhw/ Website with Biak text]&lt;br /&gt;
#:*A webpage for Jehovah&amp;#039;s Witnesses completely translated into Biak.&lt;br /&gt;
#:*Copyright © 2021 Watch Tower Bible and Tract Society of Pennsylvania.&lt;br /&gt;
&lt;br /&gt;
===General Resouces===&lt;br /&gt;
# [http://www.language-archives.org/language/bhw#lexical_resources OLAC page]&lt;br /&gt;
[[Category:Biak]][[Category:sp21_ResourceDocumentation]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14667</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14667"/>
				<updated>2021-05-20T17:34:37Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Developed Resources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak Transducer Resources]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak/Final_project Final Project]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added ~new 100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14666</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14666"/>
				<updated>2021-05-20T17:34:28Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Developed Resources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[*[https://wikis.swarthmore.edu/ling073/Biak Transducer Resources]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak/Final_project Final Project]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added ~new 100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14665</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14665"/>
				<updated>2021-05-20T17:34:01Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Developed Resources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak/Final_project Final Project]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added ~new 100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14664</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14664"/>
				<updated>2021-05-20T17:33:30Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Developed Resources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Final_project Final Project]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added ~new 100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14657</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14657"/>
				<updated>2021-05-20T15:04:43Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Evaluation */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possession&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
* Adjectives - exist only as verbs in Biak&lt;br /&gt;
** Used .lsx file to resolve verbs that exist as &amp;quot;be&amp;quot; + adj&lt;br /&gt;
* Nouns with multiword meanings&lt;br /&gt;
** Used .lsx file to differentiate between the adjective and noun part of the word, such as in the case of &amp;quot;old woman&amp;quot;&lt;br /&gt;
* Plurals&lt;br /&gt;
** In Biak, nouns are edited by the conjugation of the verb. Used structural transfer to added plurality to the English noun based on the number of the verb.&lt;br /&gt;
* Subject pronoun inference&lt;br /&gt;
** Standalone verbs in Biak imply the presence of a subject pronoun. Added structural transfer rule that supports this pattern.&lt;br /&gt;
* Differentiating subject/object pronouns&lt;br /&gt;
** Using verb placement, can determine the correct English tagging of pronouns&lt;br /&gt;
* Complex articles/demonstratives&lt;br /&gt;
** Complex articles in Biak can contain specificity and adverbs, used structural transfer to handle different cases, and correctly order terms.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|+ Evalulation&lt;br /&gt;
|-&lt;br /&gt;
| Size of Parallel Corpus || 13,968 words&lt;br /&gt;
|-&lt;br /&gt;
| Transducer Coverage || 58.5%&lt;br /&gt;
|- &lt;br /&gt;
| Stems in Transducer || 435&lt;br /&gt;
|-&lt;br /&gt;
| WER || 88.86%&lt;br /&gt;
|-&lt;br /&gt;
| PER || 70.99%&lt;br /&gt;
|-&lt;br /&gt;
| Precision || 88.21%&lt;br /&gt;
|-&lt;br /&gt;
| Recall || 92.24%&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14656</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14656"/>
				<updated>2021-05-20T15:04:30Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Evaluation */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possession&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
* Adjectives - exist only as verbs in Biak&lt;br /&gt;
** Used .lsx file to resolve verbs that exist as &amp;quot;be&amp;quot; + adj&lt;br /&gt;
* Nouns with multiword meanings&lt;br /&gt;
** Used .lsx file to differentiate between the adjective and noun part of the word, such as in the case of &amp;quot;old woman&amp;quot;&lt;br /&gt;
* Plurals&lt;br /&gt;
** In Biak, nouns are edited by the conjugation of the verb. Used structural transfer to added plurality to the English noun based on the number of the verb.&lt;br /&gt;
* Subject pronoun inference&lt;br /&gt;
** Standalone verbs in Biak imply the presence of a subject pronoun. Added structural transfer rule that supports this pattern.&lt;br /&gt;
* Differentiating subject/object pronouns&lt;br /&gt;
** Using verb placement, can determine the correct English tagging of pronouns&lt;br /&gt;
* Complex articles/demonstratives&lt;br /&gt;
** Complex articles in Biak can contain specificity and adverbs, used structural transfer to handle different cases, and correctly order terms.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|+ Evalulation&lt;br /&gt;
|-&lt;br /&gt;
| Size of Parallel Corpus !! 13,968 words&lt;br /&gt;
|-&lt;br /&gt;
| Transducer Coverage || 58.5%&lt;br /&gt;
|- &lt;br /&gt;
| Stems in Transducer || 435&lt;br /&gt;
|-&lt;br /&gt;
| WER || 88.86%&lt;br /&gt;
|-&lt;br /&gt;
| PER || 70.99%&lt;br /&gt;
|-&lt;br /&gt;
| Precision || 88.21%&lt;br /&gt;
|-&lt;br /&gt;
| Recall || 92.24%&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14655</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14655"/>
				<updated>2021-05-20T15:04:15Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Evaluation */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possession&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
* Adjectives - exist only as verbs in Biak&lt;br /&gt;
** Used .lsx file to resolve verbs that exist as &amp;quot;be&amp;quot; + adj&lt;br /&gt;
* Nouns with multiword meanings&lt;br /&gt;
** Used .lsx file to differentiate between the adjective and noun part of the word, such as in the case of &amp;quot;old woman&amp;quot;&lt;br /&gt;
* Plurals&lt;br /&gt;
** In Biak, nouns are edited by the conjugation of the verb. Used structural transfer to added plurality to the English noun based on the number of the verb.&lt;br /&gt;
* Subject pronoun inference&lt;br /&gt;
** Standalone verbs in Biak imply the presence of a subject pronoun. Added structural transfer rule that supports this pattern.&lt;br /&gt;
* Differentiating subject/object pronouns&lt;br /&gt;
** Using verb placement, can determine the correct English tagging of pronouns&lt;br /&gt;
* Complex articles/demonstratives&lt;br /&gt;
** Complex articles in Biak can contain specificity and adverbs, used structural transfer to handle different cases, and correctly order terms.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|+ Evalulation&lt;br /&gt;
|-&lt;br /&gt;
! Size of Parallel Corpus !! 13,968 words&lt;br /&gt;
|-&lt;br /&gt;
| Transducer Coverage || 58.5%&lt;br /&gt;
|- &lt;br /&gt;
| Stems in Transducer || 435&lt;br /&gt;
|-&lt;br /&gt;
| WER || 88.86%&lt;br /&gt;
|-&lt;br /&gt;
| PER || 70.99%&lt;br /&gt;
|-&lt;br /&gt;
| Precision || 88.21%&lt;br /&gt;
|-&lt;br /&gt;
| Recall || 92.24%&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14654</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14654"/>
				<updated>2021-05-20T14:59:46Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possession&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
* Adjectives - exist only as verbs in Biak&lt;br /&gt;
** Used .lsx file to resolve verbs that exist as &amp;quot;be&amp;quot; + adj&lt;br /&gt;
* Nouns with multiword meanings&lt;br /&gt;
** Used .lsx file to differentiate between the adjective and noun part of the word, such as in the case of &amp;quot;old woman&amp;quot;&lt;br /&gt;
* Plurals&lt;br /&gt;
** In Biak, nouns are edited by the conjugation of the verb. Used structural transfer to added plurality to the English noun based on the number of the verb.&lt;br /&gt;
* Subject pronoun inference&lt;br /&gt;
** Standalone verbs in Biak imply the presence of a subject pronoun. Added structural transfer rule that supports this pattern.&lt;br /&gt;
* Differentiating subject/object pronouns&lt;br /&gt;
** Using verb placement, can determine the correct English tagging of pronouns&lt;br /&gt;
* Complex articles/demonstratives&lt;br /&gt;
** Complex articles in Biak can contain specificity and adverbs, used structural transfer to handle different cases, and correctly order terms.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14653</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14653"/>
				<updated>2021-05-20T14:49:28Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possesion&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
* Adjectives - exist only as verbs in Biak&lt;br /&gt;
** Used lsx file to resolve verbs which exist as &amp;quot;be&amp;quot; + adj&lt;br /&gt;
* Nouns with multiword meanings&lt;br /&gt;
** Used lsx file to differentiate between the adjective and noun part of the word, such as in the case of &amp;quot;old woman&amp;quot;&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14652</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14652"/>
				<updated>2021-05-20T14:09:15Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Moving Forward */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possesion&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
* Anaphora resolution for pronouns&lt;br /&gt;
* Extending morphology for transducer--e.g., full/partial reduplication&lt;br /&gt;
* Working with community&lt;br /&gt;
** Future direction based on community needs and wants in terms of computational linguistic tools&lt;br /&gt;
** Evaluation of current tools, ensuring that our tools our an accurate representative of the language &lt;br /&gt;
*Expanding dictionary&lt;br /&gt;
&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14651</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14651"/>
				<updated>2021-05-20T14:08:06Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Headline text */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possesion&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14650</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14650"/>
				<updated>2021-05-20T14:07:59Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Outline */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possesion&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14649</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14649"/>
				<updated>2021-05-20T14:06:59Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things We Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Additions ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Alienable Possesion&lt;br /&gt;
** Expanded structural transfer rule, signifying possession through &amp;quot;&amp;#039;s&amp;quot; or a possessive pronoun depending on the sentence with the presence of the alienable possession form.&lt;br /&gt;
* Interjections&lt;br /&gt;
** Added support for standalone filler words as well as filler letters added to the end of words such as e, u, etc.&lt;br /&gt;
** Added disambiguation rule to differentiate article and verb ambiguation that arose as a result of interjection pattern.&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14404</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14404"/>
				<updated>2021-05-13T19:27:08Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things We Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things We Did ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
* Interjection: N-Stems [&amp;lt;n&amp;gt;:]([+o&amp;lt;ij&amp;gt;:o])?&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14403</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14403"/>
				<updated>2021-05-13T19:09:30Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|sva{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| my legs}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|we{{tag|n}}{{tag|pos}}{{tag|px1sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p1}}{{tag|mf}}{{tag|sg}} leg{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14402</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14402"/>
				<updated>2021-05-13T19:09:21Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|sva{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| his legs}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|we{{tag|n}}{{tag|pos}}{{tag|px1sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p1}}{{tag|mf}}{{tag|sg}} leg{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14398</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14398"/>
				<updated>2021-05-13T18:45:08Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things we Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things We Did ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14397</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14397"/>
				<updated>2021-05-13T18:44:16Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things we Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things we Did ==&lt;br /&gt;
* Inalienable Possession&lt;br /&gt;
** Expanded contrastive grammar page to add more tests&lt;br /&gt;
** Added inalienable stems to the multilingual dictionary&lt;br /&gt;
** Added structural transfer rule&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14396</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14396"/>
				<updated>2021-05-13T18:43:25Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things we Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things we Did ==&lt;br /&gt;
* Added Structural Transfer Rules:&lt;br /&gt;
** Inalienable Possession&lt;br /&gt;
*** Expanded contrastive grammar page to add more tests&lt;br /&gt;
*** Added inalienable stems to dictionary&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14395</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14395"/>
				<updated>2021-05-13T18:34:47Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Things we Did */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things we Did ==&lt;br /&gt;
* Added Structural Transfer Rules:&lt;br /&gt;
** Inalienable Possession&lt;br /&gt;
*** Expanded contrastive grammar page to add more tests&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14394</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14394"/>
				<updated>2021-05-13T18:32:29Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Things we Did ==&lt;br /&gt;
* Added Structural Transfer Rules:&lt;br /&gt;
** Inalienable Possession&lt;br /&gt;
&lt;br /&gt;
== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14393</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14393"/>
				<updated>2021-05-13T18:31:43Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|sva{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| his legs}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|we{{tag|n}}{{tag|pos}}{{tag|px3sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} leg{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14392</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14392"/>
				<updated>2021-05-13T18:31:27Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|sva{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| his legs}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|we{{tag|n}}{{tag|pos}}{{tag|px3sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} legs{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14391</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14391"/>
				<updated>2021-05-13T18:30:15Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|svamri{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| his legs}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|wesi{{tag|n}}{{tag|pos}}{{tag|px3sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} legs{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14390</id>
		<title>Biak and English/Contrastive grammar</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Contrastive_grammar&amp;diff=14390"/>
				<updated>2021-05-13T18:29:54Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Inalienable Possession */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==bhw-eng Tests==&lt;br /&gt;
=== Reordering of Article and Noun ===&lt;br /&gt;
Biak sentences order the noun before the article, opposite of English. &lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ras anya|the day}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ras{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}}}} day{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|these{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Verb Tenses ===&lt;br /&gt;
Verb tenses are not indicated in Biak, and in general one cannot determine whether a verb is past or present tense. The future tense is typically indicated with the word &amp;#039;&amp;#039;nari&amp;#039;&amp;#039; which precedes the verb. We will default to marking the verbs as past tense.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine dores|this deer stood}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}} ores{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}} stand{{tag|vblex}}{{tag|past}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|Ikak aniyasne nyas i|This snake up here smelled it}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}} nas{{tag|v}}{{tag|tv}}{{tag|p3}}{{tag|sg}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}} smell{{tag|vblex}}{{tag|past}} prpers{{tag|prn}}{{tag|obj}}{{tag|p3}}{{tag|nt}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
=== Demonstrative articles ===&lt;br /&gt;
Demonstratives in Biak are indicated with the suffixes &amp;#039;&amp;#039;ne&amp;#039;&amp;#039;, &amp;#039;&amp;#039;ya&amp;#039;&amp;#039;, or &amp;#039;&amp;#039;wa&amp;#039;&amp;#039; on the complex article.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|mnu ine|this village}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnu{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} village{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rusa anine|this deer}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rusa{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}}}} deer{{tag|n}}{{tag|sg}}&lt;br /&gt;
&lt;br /&gt;
=== Locative Endings ===&lt;br /&gt;
Location of the noun can be indicated by an ending added to the complex article in Biak, translating to an adverb in English.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak aniyasne|this snake up here}}&lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+yasne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|sg}} snake{{tag|n}}{{tag|sg}} up here{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
=== Plurals ===&lt;br /&gt;
&lt;br /&gt;
If a noun appears with an article, the number of the article indicates whether the noun is singular or plural.&lt;br /&gt;
The pronominal article can also be a suffix of the noun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ina anskoine|these three girls}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ina{{tag|n}} anskoi{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pc}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} three{{tag|num}}{{tag|pl}} girl{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
=== Implicit Subject ===&lt;br /&gt;
For Biak sentences lacking an explicit subject, a pronoun is assumed that agrees with the number of the verb.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|imnai kwar|it stopped already}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|mnai{{tag|v}}{{tag|iv}}{{tag|p3}}{{tag|sg}} kwar{{tag|adv}}|it/prpers{{tag|prn}}{{tag|subj}}{{tag|p3}}{{tag|nt}}{{tag|sg}} stop{{tag|vblex}}{{tag|past}} already{{tag|adv}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|nggokain|we sit}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|kain{{tag|v}}{{tag|iv}}{{tag|p1}}{{tag|pl}}{{tag|ex}}|prpers{{tag|prn}}{{tag|subj}}{{tag|p1}}{{tag|mf}}{{tag|pl}} sit{{tag|vblex}}{{tag|pres}}}}&lt;br /&gt;
&lt;br /&gt;
=== Possessives ===&lt;br /&gt;
&lt;br /&gt;
==== Alienable Possession ====&lt;br /&gt;
Alienable possession is indicated by a determiner in Biak following the possessum and the possessor noun phrase, although they can come in either order. In English, the possessive is indicated by an &amp;quot;&amp;#039;s&amp;quot; on the possessor or a possessive personal pronoun.&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|ikak anine snonsnon vyedya|this snake&amp;#039;s name}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|ikak{{tag|n}} i{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|sg}}{{tag|spc}}{{tag|giv}}+ne{{tag|det}}{{tag|dem}} snonsnon{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|the{{tag|det}}{{tag|def}}{{tag|sp}} snake{{tag|n}}{{tag|sg}}&amp;#039;s{{tag|gen}} name{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|snewar vyedya|his belly}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|snewar{{tag|n}} det{{tag|det}}{{tag|pos}}{{tag|px3sg}}{{tag|sg}}{{tag|spc}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} belly{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
&lt;br /&gt;
==== Inalienable Possession ====&lt;br /&gt;
* {{transferTest|bhw|eng|svamri| your mouth}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|svamri{{tag|n}}{{tag|pos}}{{tag|px2sg}}{{tag|sg}}|prpers{{tag|det}}{{tag|pos}}{{tag|p2}}{{tag|mf}}{{tag|sp}} mouth{{tag|n}}{{tag|sg}}}}&lt;br /&gt;
* {{transferTest|bhw|eng|wesi| his legs} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|wesi{{tag|n}}{{tag|pos}}{{tag|px3sg}}{{tag|du}}|prpers{{tag|det}}{{tag|pos}}{{tag|p3}}{{tag|m}}{{tag|sg}} legs{{tag|n}}{{tag|pl}}}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_ContrastiveGrammars ]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14385</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14385"/>
				<updated>2021-05-13T18:21:15Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Outline ==&lt;br /&gt;
&lt;br /&gt;
== Code ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Headline text ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Evaluation ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Moving Forward ==&lt;br /&gt;
[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14384</id>
		<title>Biak/Final project</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak/Final_project&amp;diff=14384"/>
				<updated>2021-05-13T18:09:45Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: Created page with &amp;quot;Category:sp21_FinalProjects&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[Category:sp21_FinalProjects]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14335</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14335"/>
				<updated>2021-05-09T21:40:41Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Adding Stems */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added ~new 100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14334</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14334"/>
				<updated>2021-05-09T21:34:45Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
** Coverage: 211 / 250 (0.844)&lt;br /&gt;
* Over bhw.corpus.large.txt&lt;br /&gt;
** Coverage: 5817 / 13768 (~0.42250145264381173736)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14333</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14333"/>
				<updated>2021-05-09T21:29:43Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
** Number of position-independent correct words: 81/284&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14332</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14332"/>
				<updated>2021-05-09T21:28:29Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
** Percentage of unknown words: 15.54 %&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14331</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14331"/>
				<updated>2021-05-09T21:28:09Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
* Over bhw.longer.txt:&lt;br /&gt;
** Word Error Rate (WER): 80.28 %&lt;br /&gt;
** Position-independent word error rate (PER): 71.83 %&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14330</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14330"/>
				<updated>2021-05-09T21:25:07Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
* Stems in transducer: 382&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14329</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14329"/>
				<updated>2021-05-09T21:24:18Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 7072 / 14287 (~0.49499545040946314832)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14328</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14328"/>
				<updated>2021-05-09T21:23:51Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Adding Stems */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new ~100 new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 6914 / 14287 (~0.48393644571988521033)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14327</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14327"/>
				<updated>2021-05-09T21:15:04Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large corpus: 6914 / 14287 (~0.48393644571988521033)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14326</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14326"/>
				<updated>2021-05-09T21:14:54Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polished RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
* Coverage over large cropus: 6914 / 14287 (~0.48393644571988521033)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14325</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14325"/>
				<updated>2021-05-09T21:13:15Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Polish RBMT System */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new stems&lt;br /&gt;
&lt;br /&gt;
==Polished RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14324</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14324"/>
				<updated>2021-05-09T21:12:25Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
===Adding Stems===&lt;br /&gt;
* Added new stems&lt;br /&gt;
&lt;br /&gt;
==Polish RBMT System==&lt;br /&gt;
* Precision: 87.77293%&lt;br /&gt;
* Recall: 94.81132%&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14304</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14304"/>
				<updated>2021-05-07T16:27:58Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Structural Transfer */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
* Added a rule which specified def/dem determiner phrases&lt;br /&gt;
* Added a rule that correctly translated the adverb endings on determiners&lt;br /&gt;
* These changes brought our WER from 72.22% to 27.78% and our PER from 63.89% to 22.22%&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14271</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14271"/>
				<updated>2021-05-06T15:34:33Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Structural Transfer */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type (subject/object) of pronoun.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14270</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14270"/>
				<updated>2021-05-06T15:34:12Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Structural Transfer */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
* Changed rule to specify the type&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14269</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14269"/>
				<updated>2021-05-06T15:20:34Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
===Disambiguation===&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
===Structural Transfer===&lt;br /&gt;
* Added a rule which added an implicit subject in the absence of an explicit one.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14268</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14268"/>
				<updated>2021-05-06T14:41:33Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
** Brought ambiguation in corpus from ~1.04 to ~1.03. Note an increase from our original ambiguation score due to more words being added.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14267</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14267"/>
				<updated>2021-05-06T14:39:22Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Additions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
* Added a disambiguation rule, selecting the article form of the word &amp;quot;na&amp;quot; over the pronoun form when preceded by noun&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14266</id>
		<title>Biak and English</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English&amp;diff=14266"/>
				<updated>2021-05-06T14:38:27Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Developed Resources==&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Lexical_selection Lexical Selection]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Contrastive_grammar Contrastive Grammar]&lt;br /&gt;
*[https://wikis.swarthmore.edu/ling073/Biak_and_English/Structural_transfer Structural Transfer]&lt;br /&gt;
&lt;br /&gt;
==External Resources==&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-eng Language Pair Repo]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw Biak Transducer]&lt;br /&gt;
*[https://github.com/apertium/apertium-eng Apertium English package]&lt;br /&gt;
*[https://github.swarthmore.edu/Ling073-sp21/ling073-bhw-corpus/blob/master/bhw.sentences.txt Small Corpus]&lt;br /&gt;
&lt;br /&gt;
==BHW -&amp;gt; ENG Evaluation==&lt;br /&gt;
=== Coverage Analysis ===&lt;br /&gt;
* Monolingual transducer coverage of small corpus: 141 / 220 (~0.64091)&lt;br /&gt;
* Bilingual transducer coverage of small corpus: 133 / 221 (~0.60181)&lt;br /&gt;
&lt;br /&gt;
=== Sentence Evaluation ===&lt;br /&gt;
&lt;br /&gt;
==== 1. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Rusa anine dores.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This deer stood.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Rusa&amp;lt;n&amp;gt;/Deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Deer #the @ne #stand.&lt;br /&gt;
==== 2. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ras anya dares ya isam kaku inja sumbrow.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The sun was very hot on the day (and) so they were thirsty.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ras&amp;lt;n&amp;gt;/Day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^dares&amp;lt;n&amp;gt;/sun&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^sam&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/hot&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kaku&amp;lt;adv&amp;gt;/very&amp;lt;adv&amp;gt;$ ^inja&amp;lt;cnjcoo&amp;gt;/so&amp;lt;cnjadv&amp;gt;$ ^mbrow&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;/thirsty&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;du&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Day #the #sun the #hot very so #thirsty.&lt;br /&gt;
&lt;br /&gt;
==== 3. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak aniyasne nyas i.  &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake up here smelled it.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@yasne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^nas&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/smell&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;m&amp;gt;&amp;lt;sg&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @yasne #smell he.&lt;br /&gt;
&lt;br /&gt;
==== 4. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Skovark ro mnu ine.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; The three live in this village.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Vark&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Lie&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;/Live&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pc&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^mnu&amp;lt;n&amp;gt;/village&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Lie at #village the @ne.&lt;br /&gt;
&lt;br /&gt;
==== 5. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Imnai kwar?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Has it stopped yet?&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Mnai&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Stop&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^kwar&amp;lt;adv&amp;gt;/already&amp;lt;adv&amp;gt;$^?&amp;lt;sent&amp;gt;/?&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Stop already?&lt;br /&gt;
&lt;br /&gt;
==== 6. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Sampe nkofur rum nane ra nabro romawa sya sifarkor. &lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; After we built the houses, then the children began to study.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Sampe&amp;lt;adv&amp;gt;/Then&amp;lt;adv&amp;gt;$ ^fur&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/build&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^ra&amp;lt;pr&amp;gt;/until&amp;lt;pr&amp;gt;$ ^bro&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;/empty&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;$ ^romawa&amp;lt;n&amp;gt;/boy&amp;lt;n&amp;gt;$ ^si&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^farkor&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;/study&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;an&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; Then #build #house the @ne until #empty #boy the #study.&lt;br /&gt;
&lt;br /&gt;
==== 7. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Nggokain do Sepse fa nggofafyar.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; We are having a conversation in Sepse.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Kain&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/Sit&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$ ^do&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^Sepse&amp;lt;n&amp;gt;/Sepse&amp;lt;n&amp;gt;$ ^fa&amp;lt;pr&amp;gt;/to&amp;lt;pr&amp;gt;$ ^fafyar&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;/tell&amp;lt;vblex&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;ex&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Sit at #Sepse to #tell.&lt;br /&gt;
&lt;br /&gt;
==== 8. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Snewar vyedya iba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; Her belly was big.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039;^Snewar&amp;lt;n&amp;gt;/Belly&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^ba&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/big&amp;lt;adj&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Belly #prpers #big.&lt;br /&gt;
&lt;br /&gt;
==== 9. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Isnai aya ro marandan yedi.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; It enlightens my life.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Snai&amp;lt;v&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/Enlighten&amp;lt;vblex&amp;gt;&amp;lt;tv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$ ^aya&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;sg&amp;gt;/prpers&amp;lt;prn&amp;gt;&amp;lt;subj&amp;gt;&amp;lt;p1&amp;gt;&amp;lt;mf&amp;gt;&amp;lt;sg&amp;gt;$ ^ro&amp;lt;pr&amp;gt;/at&amp;lt;pr&amp;gt;$ ^marandan&amp;lt;n&amp;gt;/trip&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px1sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Enlighten I at #trip #prpers.&lt;br /&gt;
&lt;br /&gt;
==== 10. ====&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Original sentence:&amp;#039;&amp;#039;&amp;#039; Ikak anine snonsnon vyedya Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Intended Translation:&amp;#039;&amp;#039;&amp;#039; This snake&amp;#039;s name was Kormsamba.&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Biltrans Output:&amp;#039;&amp;#039;&amp;#039; ^Ikak&amp;lt;n&amp;gt;/Snake&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$ ^snonsnon&amp;lt;n&amp;gt;/name&amp;lt;n&amp;gt;$ ^det&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;/prpers&amp;lt;det&amp;gt;&amp;lt;pos&amp;gt;&amp;lt;px3sg&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;$ ^Kormsamba&amp;lt;n&amp;gt;/Kormsamba&amp;lt;n&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
  &amp;#039;&amp;#039;&amp;#039;Translation Output:&amp;#039;&amp;#039;&amp;#039; #Snake #the @ne #name #prpers #Kormsamba.&lt;br /&gt;
==Additions==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_TranslationPairs]][[Category:English]][[Category:Biak]]&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14052</id>
		<title>Biak and English/Structural transfer</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14052"/>
				<updated>2021-04-29T19:19:25Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Verb Tenses */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Pre-evaluation==&lt;br /&gt;
* WER: 105.56%&lt;br /&gt;
* PER: 102.78%&lt;br /&gt;
* Percentage of unknown words: 2.56 %&lt;br /&gt;
&lt;br /&gt;
==Examples==&lt;br /&gt;
===Reordering of Article and Noun===&lt;br /&gt;
{{transferTest|bhw|eng|ras anya|the day}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Transfer:  &lt;br /&gt;
 Applying rule 1 (line 47): ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 Applying rule 2 (line 48): ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt; &lt;br /&gt;
 &amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 Applying output rule 1 (line 48): the&amp;lt;DP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sp&amp;gt; -&amp;gt; ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt; &lt;br /&gt;
 &amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 No rule specified: ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 0 (line 47): day&amp;lt;NP&amp;gt;&amp;lt;sg&amp;gt; -&amp;gt; ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 No rule specified: ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 No rule specified: ^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
 ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
 the day&lt;br /&gt;
&lt;br /&gt;
===Verb Tenses===&lt;br /&gt;
{{transferTest|bhw|eng|rusa anya dores|the deer stood}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
 ^rusa&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
 ^rusa&amp;lt;n&amp;gt;/deer&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$ ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt; &lt;br /&gt;
 &amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Transfer:&lt;br /&gt;
 Applying rule 1 (line 47): ^rusa&amp;lt;n&amp;gt;/deer&amp;lt;n&amp;gt;$&lt;br /&gt;
 Applying rule 2 (line 48): ^deer&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^rusa&amp;lt;n&amp;gt;/deer&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt; &lt;br /&gt;
 &amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 Applying output rule 1 (line 48): the&amp;lt;DP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sp&amp;gt; -&amp;gt; ^deer&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^rusa&amp;lt;n&amp;gt;/deer&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt; &lt;br /&gt;
 &amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 No rule specified: ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 0 (line 47): deer&amp;lt;NP&amp;gt;&amp;lt;sg&amp;gt; -&amp;gt; ^rusa&amp;lt;n&amp;gt;/deer&amp;lt;n&amp;gt;$&lt;br /&gt;
 No rule specified: ^deer&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 Applying rule 3 (line 49): ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 Applying output rule 2 (line 49): stand&amp;lt;VP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;TD&amp;gt; -&amp;gt; ^ores&amp;lt;v&amp;gt;&amp;lt;iv&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;/stand&amp;lt;vblex&amp;gt; &lt;br /&gt;
 &amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 No rule specified: ^stand&amp;lt;vblex&amp;gt;&amp;lt;past&amp;gt;$&lt;br /&gt;
 No rule specified: ^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
 ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^deer&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$ ^stand&amp;lt;vblex&amp;gt;&amp;lt;past&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
 the deer stood&lt;br /&gt;
&lt;br /&gt;
===Plurals===&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
&amp;lt;!-- *: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}} --&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
 ^rum&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;+ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
 ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Transfer:&lt;br /&gt;
 Applying rule 1 (line 47): ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$&lt;br /&gt;
 Applying rule 2 (line 48): ^house&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$}$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 1 (line 48): the&amp;lt;DP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sp&amp;gt; -&amp;gt; ^house&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$}$ ^na&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;pl&amp;gt;&amp;lt;inan&amp;gt;&amp;lt;spc&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 No rule specified: ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 0 (line 47): house&amp;lt;NP&amp;gt;&amp;lt;pl&amp;gt; -&amp;gt; ^rum&amp;lt;n&amp;gt;/house&amp;lt;n&amp;gt;$&lt;br /&gt;
 No rule specified: ^house&amp;lt;n&amp;gt;&amp;lt;pl&amp;gt;$&lt;br /&gt;
 No rule specified: ^ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;/@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$&lt;br /&gt;
 No rule specified: ^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
 ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^house&amp;lt;n&amp;gt;&amp;lt;pl&amp;gt;$ ^@ne&amp;lt;det&amp;gt;&amp;lt;dem&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
 the houses @ne&lt;br /&gt;
&lt;br /&gt;
==Post-evaluation==&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_StructuralTransfer]][[Category:Biak]][[Category:English]]&lt;br /&gt;
&lt;br /&gt;
WER: 72.22%&lt;br /&gt;
&lt;br /&gt;
PER: 63.89%&lt;br /&gt;
&lt;br /&gt;
Percentage of unknown words: 0.00%&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14045</id>
		<title>Biak and English/Structural transfer</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14045"/>
				<updated>2021-04-29T19:17:23Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Verb Tenses */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Pre-evaluation==&lt;br /&gt;
* WER: 105.56%&lt;br /&gt;
* PER: 102.78%&lt;br /&gt;
* Percentage of unknown words: 2.56 %&lt;br /&gt;
&lt;br /&gt;
==Examples==&lt;br /&gt;
===Reordering of Article and Noun===&lt;br /&gt;
{{transferTest|bhw|eng|ras anya|the day}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Transfer:  &lt;br /&gt;
 Applying rule 1 (line 47): ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 Applying rule 2 (line 48): ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt; &lt;br /&gt;
 &amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 Applying output rule 1 (line 48): the&amp;lt;DP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sp&amp;gt; -&amp;gt; ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt; &lt;br /&gt;
 &amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 No rule specified: ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 0 (line 47): day&amp;lt;NP&amp;gt;&amp;lt;sg&amp;gt; -&amp;gt; ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 No rule specified: ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 No rule specified: ^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
 ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
 the day&lt;br /&gt;
&lt;br /&gt;
===Verb Tenses===&lt;br /&gt;
{{transferTest|bhw|eng|rusa anya dores|the deer stood}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
&lt;br /&gt;
Transfer:&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
&lt;br /&gt;
===Plurals===&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
==Post-evaluation==&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_StructuralTransfer]][[Category:Biak]][[Category:English]]&lt;br /&gt;
&lt;br /&gt;
WER: 72.22%&lt;br /&gt;
&lt;br /&gt;
PER: 63.89%&lt;br /&gt;
&lt;br /&gt;
Percentage of unknown words: 0.00%&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	<entry>
		<id>http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14043</id>
		<title>Biak and English/Structural transfer</title>
		<link rel="alternate" type="text/html" href="http://wikis.swarthmore.edu/ling073/index.php?title=Biak_and_English/Structural_transfer&amp;diff=14043"/>
				<updated>2021-04-29T19:15:25Z</updated>
		
		<summary type="html">&lt;p&gt;Mfergus3: /* Verb Tenses */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Pre-evaluation==&lt;br /&gt;
* WER: 105.56%&lt;br /&gt;
* PER: 102.78%&lt;br /&gt;
* Percentage of unknown words: 2.56 %&lt;br /&gt;
&lt;br /&gt;
==Examples==&lt;br /&gt;
===Reordering of Article and Noun===&lt;br /&gt;
{{transferTest|bhw|eng|ras anya|the day}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
 ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
Transfer:  &lt;br /&gt;
 Applying rule 1 (line 47): ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 Applying rule 2 (line 48): ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt;&amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt; &lt;br /&gt;
 &amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 Applying output rule 1 (line 48): the&amp;lt;DP&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sp&amp;gt; -&amp;gt; ^day&amp;lt;NP&amp;gt;&amp;lt;ND&amp;gt;{^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$}$ ^i&amp;lt;prn&amp;gt; &lt;br /&gt;
 &amp;lt;pers&amp;gt;&amp;lt;p3&amp;gt;&amp;lt;sg&amp;gt;&amp;lt;spc&amp;gt;&amp;lt;giv&amp;gt;/the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;&amp;lt;giv&amp;gt;$&lt;br /&gt;
 No rule specified: ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$&lt;br /&gt;
 Applying output rule 0 (line 47): day&amp;lt;NP&amp;gt;&amp;lt;sg&amp;gt; -&amp;gt; ^ras&amp;lt;n&amp;gt;/day&amp;lt;n&amp;gt;$&lt;br /&gt;
 No rule specified: ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$&lt;br /&gt;
 No rule specified: ^.&amp;lt;sent&amp;gt;/.&amp;lt;sent&amp;gt;$&lt;br /&gt;
 ^the&amp;lt;det&amp;gt;&amp;lt;def&amp;gt;&amp;lt;sp&amp;gt;$ ^day&amp;lt;n&amp;gt;&amp;lt;sg&amp;gt;$^.&amp;lt;sent&amp;gt;$&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
 the day&lt;br /&gt;
&lt;br /&gt;
===Verb Tenses===&lt;br /&gt;
{{transferTest|bhw|eng|rusa ani dores|the deer stood}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Outputs:&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Tagger:&lt;br /&gt;
&lt;br /&gt;
Lex:&lt;br /&gt;
&lt;br /&gt;
Transfer:&lt;br /&gt;
&lt;br /&gt;
bhw-eng:&lt;br /&gt;
&lt;br /&gt;
===Plurals===&lt;br /&gt;
&lt;br /&gt;
* {{transferTest|bhw|eng|rum nane|these houses}} &lt;br /&gt;
*: {{transferMorphTest|bhw|eng|rum{{tag|n}} na{{tag|prn}}{{tag|pers}}{{tag|p3}}{{tag|pl}}{{tag|inan}}{{tag|spc}}+ne{{tag|det}}{{tag|dem}}|this{{tag|det}}{{tag|dem}}{{tag|pl}}}} houses{{tag|n}}{{tag|pl}}&lt;br /&gt;
&lt;br /&gt;
==Post-evaluation==&lt;br /&gt;
&lt;br /&gt;
[[Category:Sp21_StructuralTransfer]][[Category:Biak]][[Category:English]]&lt;br /&gt;
&lt;br /&gt;
WER: 72.22%&lt;br /&gt;
&lt;br /&gt;
PER: 63.89%&lt;br /&gt;
&lt;br /&gt;
Percentage of unknown words: 0.00%&lt;/div&gt;</summary>
		<author><name>Mfergus3</name></author>	</entry>

	</feed>