Difference between revisions of "Nuosu and Mandarin"
From LING073
(→Nuosu Transducer) |
(→Polished RBMT System) |
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=== Nuosu Transducer === | === Nuosu Transducer === | ||
| − | * Over | + | * Over : bible2.2022.1.31.txt (~249502 characters) |
| − | * Precision: 97.6% | + | ** Precision: 97.6% |
| − | * Recall: 86.46% | + | ** Recall: 86.46% |
| − | * Coverage over large corpus: 75.43% | + | ** Coverage over large corpus: 75.43% |
| − | * Stems in transducer: 300+ | + | ** Stems in transducer: 300+ |
=== MT iii->zho === | === MT iii->zho === | ||
| − | * Over : iii. | + | * Over : iii.test.txt (30+ sentences) |
| − | ** Word Error Rate (WER): % | + | ** Word Error Rate (WER): 38.6% |
| − | ** Position-independent word error rate (PER): % | + | ** Position-independent word error rate (PER): 22.81% |
| − | ** | + | ** Coverage: 78.5% |
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== Additions == | == Additions == | ||
Revision as of 01:20, 13 May 2022
Contents
Resources for machine translation between Nuosu and English
Developed Resources
- Nuosu-Mandarin Machine Translation Repository
- Mandarin(zho) Transducer Repository
- Nuosu(iii) Transducer Repository
- Contrastive Grammar Documentation
- Lexical Selection Documentation
- Structural Transfer Documentation
Polished RBMT System
Nuosu Transducer
- Over : bible2.2022.1.31.txt (~249502 characters)
- Precision: 97.6%
- Recall: 86.46%
- Coverage over large corpus: 75.43%
- Stems in transducer: 300+
MT iii->zho
- Over : iii.test.txt (30+ sentences)
- Word Error Rate (WER): 38.6%
- Position-independent word error rate (PER): 22.81%
- Coverage: 78.5%
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
