minimum error rate training in statistical machine translation
Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
... Meet-ing of the ACL, pages 440–447, Hongkong, China, Oc-tober.Franz Josef Och. 2003. Minimum error rate training for statistical machine translation. In Proceedings of the41th Annual Meeting ... and Alfons Juan. 2007. Domain adap-tation in statistical machine translation with mixturemodelling. In Proceedings of the Second Workshopon Statistical Machine Translation, StatMT ’07, pages177–180, ... 2010.Discriminative instance weighting for domain adapta-tion in statistical machine translation. In Proceedingsof the 2010 Conference on Empirical Methods in Nat-ural Language Processing, EMNLP...
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Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx
... Computational LinguisticsName Translation in Statistical Machine Translation Learning When to TransliterateUlf Hermjakob and Kevin KnightUniversity of Southern CaliforniaInformation Sciences Institute4676 ... transliterate names in the framework of end-to-end statistical machine translation. The system is trainedto learn when to transliterate. For Arabicto English MT, we developed and trained atransliterator ... JointSource-Channel Model for Machine Transliteration. In Proceedings of the 42nd Annual Meeting on Asso-ciation for ComputationalLinguistics.Wei-Hao Lin and Hsin-Hsi Chen. 2002. Backward Ma-chine Transliteration...
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Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt
... Singa-pore, August. Association for Computational Linguis-tics.Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of the41st Annual Meeting ... for statistical machine translation. In Proceed-ings of AMTA.Sylvain Raybaud, Caroline Lavecchia, David Langlois,and Kamel Sma¨ıli. 2009. New confidence measuresfor statistical machine translation. ... 19(2):263–311.Eugene Charniak, Kevin Knight, and Kenji Yamada.2003. Syntax-based language models for statistical machine translation. In Proceedings of MT Summit IX.Intl. Assoc. for Machine Translation. David...
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Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
... 4th In- ternational Conference on Spoken Language Processing (ICSLP'96), Philadelphia, USA. Wang, Y. and A. Waibel. 1997. Decoding Al- gorithm in Statistical Machine Translation. In ... translations. It is interesting to note that the German translations in Simplified Model 2 of- ten appear at the beginning of a sentence, the position where 'T' often appears in ... Abstract Most statistical machine translation systems employ a word-based alignment model. In this paper we demonstrate that word-based align- ment is a major cause of translation errors. We...
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Báo cáo khoa học: "A Comparative Study on Reordering Constraints in Statistical Machine Translation" potx
... Ney. 2002. Discriminative training and maximum entropy models for statistical machine translation. In Proc. of the 40th Annual Meeting ofthe Association for Computational Linguistics (ACL),pages ... training and test corpus statistics.5 Evaluation in Training In this section, we will investigate for each of theconstraints the coverage of the training corpus align-ment. For this purpose, we ... in word-reordering than the IBM constraints. Regard-ing the Viterbi alignment in training, the baselineITG constraints yield a similar coverage as the IBMconstraints on the Verbmobil task. On the...
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Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt
... 2007.Exploring different representational units in English-to-Turkish statistical machine translation. In Proceedings of Statistical Machine Translation Workshop at the 45th Annual Meeting of theAssociation ... Europarl: A parallel corpus for statistical machine translation. In MT Summit X.Young-Suk Lee. 2004. Morphological analysis for statistical machine translation. In Proceedings ofHLT/NAACL-2004 – Companion ... randomly gen-erated 10 training, test and tune set combinations.For each combination, the latter two were 1000sentences each and the remaining 50712 sentenceswere used as training sets.9,...
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Báo cáo khoa học: "Balancing User Effort and Translation Error in Interactive Machine Translation Via Confidence Measures" pot
... to boosttranslator’s productivity. Machine Translation, 15(4):77–98.F. J. Och. 2003. Minimum error rate training in statis-tical machine translation. In Proc. ACL, pages 160–167.D. Ortiz, ... Im-proving interactive machine translation via mouseactions. In Proc. EMNLP, pages 25–27.N. Ueffing and H. Ney. 2005. Application of word-level confidence measures in interactive statistical machine ... for Computational LinguisticsBalancing User Effort and Translation Error in Interactive Machine Translation Via Confidence MeasuresJes´us Gonz´alez-RubioInst. Tec. de Inform´aticaUniv....
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Báo cáo khoa học: "Statistical Machine Translation for Query Expansion in Answer Retrieval" pptx
... approach to statistical machine transla-tion. Computational Linguistics, 30(4):417–449.Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of(HLT-NAACL’03), ... weightsλ defined in equation (4) we employed minimum error rate (MER) training under the BLEU measure (Och,2003). Training data for MER training were takenfrom multiple manual English translations ... in the question-answer cor-pus as two distinct languages. That is, the 10 millionquestion-answer pairs extracted from FAQ pages arefed as parallel training data into an SMT training pipeline....
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... Machine Translation. Machine Translation, pages77-94.Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do-main Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual ... be obtainedmore easily. In this paper, we propose anovel approach for translation model adapta-tion by utilizing in- domain monolingual top-ic information instead of the in- domain bilin-gual ... Shouxun Lin. 2006. Tree-to-String Alignment Template for Statistical Machine Translation. In Proc. of ACL 2006, pages 609-616.Yajuan Lv, Jin Huang and Qun Liu. 2007. Improv-ing Statistical Machine...
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Tài liệu Báo cáo khoa học: "Modified Distortion Matrices for Phrase-Based Statistical Machine Translation" doc
... Minimum Error Rate Training in Statistical Machine Translation. In Erhard Hinrichsand Dan Roth, editors, Proceedings of the 41st AnnualMeeting of the Association for Computational Linguis-tics, ... Chunk-based verb reordering in VSO sentences for Arabic-English statistical machine translation. In Proceed-ings of the Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, ... phrase-based statistical machine translation. In Proceedings of the Sixth Work-shop on Statistical Machine Translation, pages 227–236, Edinburgh, Scotland, July. Association for Com-putational Linguistics.Satanjeev...
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- training in statistical machine translation
- topics in statistical machine translation
- boosted minimum error rate training
- efficient minimum error rate training
- towards effective use of training data in statistical machine translation
- incremental training statistical machine translation
- statistical machine translation for query expansion in answer retrieval
- ccg supertags in factored statistical machine translation
- lattice based minimum error rate training for statistical machine translation
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