Nuosu and Mandarin

From LING073
Revision as of 21:17, 12 May 2022 by Jshe1 (talk | contribs) (Nuosu Transducer)

Jump to: navigation, search

Resources for machine translation between Nuosu and English

Developed Resources

Polished RBMT System

Nuosu Transducer

  • Over small corpus (30 sentences)
  • Precision: 97.6%
  • Recall: 86.46%
  • Coverage over large corpus: 75.43%
  • Stems in transducer: 300+

MT iii->zho

  • Over : iii.longer.text
    • Word Error Rate (WER):  %
    • Position-independent word error rate (PER):  %
    • Percentage of unknown words:  %
    • Number of position-independent correct words:
    • Coverage:

Additions

Disambiguation

  • Added a rule that distinguishes adverbs and main verbs (ex. ꃅ)
  • Added a rule that distinguishes exhaustion particles and main verbs for (ex. ꌐ)
  • Added a rule that distinguishes end-of-sentence particles and main verbs for (ex. ꄉ)

Structural Transfer

  • Added one more sentence for each of the five rules, bringing the total to 10 sentences
  • Added a rule which added an adjective-specific marker when translating to Mandarin.
  • Added a rule which specified the explicit topic marker in Nuosu
  • Changed the rule that specified the organization of NP and ClP phrases

Adding Stems

  • Added 100 new stems