syntactic discriminative language model rerankers for statistical machine translation
Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... out-of-domain translation mod-el for domain-specific translation task. In detail, webuild an adapted translation model in the followingsteps:• Build a topic-specific translation model toquantify ... 2012.c2012 Association for Computational Linguistics Translation Model Adaptation for Statistical Machine Translation withMonolingual Topic Information∗Jinsong Su1,2, Hua Wu3, Haifeng Wang3, ... sourcetoolkit for statistical machine translation. In Proc. ofACL 2007, Demonstration Session, pages 177-180.Yang Liu, Qun Liu and Shouxun Lin. 2006. Tree-to-String Alignment Template for Statistical Machine Translation. ...
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Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... @us.ibm.comAbstractIn this paper, we present a novel trainingmethod for a localized phrase-based predic-tion model for statistical machine translation (SMT). The model predicts blocks with orien-tation to handle ... Arabic-English translation task.1 IntroductionIn this paper, we present a block-based model for statis-tical machine translation. A block is a pair of phraseswhich are translations of each other. For ... pages 557–564,Ann Arbor, June 2005.c2005 Association for Computational LinguisticsA Localized Prediction Model for Statistical Machine Translation Christoph Tillmann and Tong ZhangIBM T.J....
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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
... 521–528,Sydney, July 2006.c2006 Association for Computational LinguisticsMaximum Entropy Based Phrase Reordering Model for Statistical Machine Translation Deyi XiongInstitute of Computing ... reordering model for phrase-based statistical machine transla-tion (SMT) that uses a maximum entropy(MaxEnt) model to predicate reorderingsof neighbor blocks (phrase pairs). The model provides ... across two languages (Fox, 2002),which means phrases in one language tend to bemoved together during translation. This indicatesthat boundary words of blocks may keep informa-tion for their...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
... Phrase-Based Model for Statistical Machine Translation. In Proc.ACL, pages 263-270.Michael Collins, Philipp Koehn and Ivona Kucerova.2005. Clause restructuring for statistical machine translation. ... Derived Rules for Improved Statistical Machine Translation. In Proc. Coling, pages 1119-1127.Chao Wang, Michael Collins, Philipp Koehn. 2007. Chi-nese syntactic reordering for statistical machine ... Subject-Object-Verb Languages. In Proc. HLT-NAACL, pages 376-384.Richard Zens and Hermann Ney. 2006. Discriminative Reordering Models for Statistical Machine Transla-tion. In Proc. Workshop on Statistical Machine...
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Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt
... Disambiguation Improves Statistical Machine Translation. In: Proceedings of ACL, Prague. D. Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In: Proceedings ... 2009. Discriminative Phrase Selection for SMT. In: Goutte et al (ed.), Learning Machine Translation. MIT Press. K. Gimpel and N. A. Smith. 2008. Rich Source-Side Context for Statistical Machine ... used for esti-mating the translation model. The second one is the small data condition where only the FBIS3 corpus is used to train the translation model. We trained two language models:...
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Tài liệu Báo cáo khoa học: "Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation" docx
... source toolkit for parsing-based machine translation. In Proceedings of the FourthWorkshop on Statistical Machine Translation, pages135–139, Athens, Greece, March. Association for Computational ... Association for ComputationalLinguistics.Gholamreza Haffari, Maxim Roy, and Anoop Sarkar.2009. Active learning for statistical phrase-based machine translation. In Proceedings of Human Language ... poolof foreign text, if available.Our motivations for soliciting translations for only parts of sentences are twofold, correspondingto two possible cases. Case one is that a translation model...
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Tài liệu Báo cáo khoa học: "Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation" doc
... improves the translation per-formance as measured by BLEU.1 IntroductionIn statistical machine translation (SMT), wordsare normally considered as the building blocks of translation models. However, ... Oflazer. 2006.Initial explorations in English to Turkish statistical machine translation. In Proceedings of the Work-shop on Statistical Machine Translation, pages 7–14, New York City, New York, ... 31–36,Uppsala, Sweden, 13 July 2010.c2010 Association for Computational LinguisticsUnsupervised Search for The Optimal Segmentation for Statistical Machine Translation Cos¸kun Mermer1,3and Ahmet Afs¸ın...
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Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
... Association for Computational Linguistics.Philipp Koehn et al. 2007. Moses: Open source toolkit for statistical machine translation. In Proceedings ofthe 45th Annual Meeting of the Association for ... Association for Computational Linguistics:shortpapers, pages 294–298,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsCorpus Expansion for Statistical Machine Translation ... on Chinese-English machine translation tasks and the performance iscomparable to system trained with larger manuallycollected parallel corpus. While our experimentswere performed on Chinese-English,...
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Tài liệu Báo cáo khoa học: "Combination of Arabic Preprocessing Schemes for Statistical Machine Translation" ppt
... Analysis for Statistical Machine Translation. In Proc. of NAACL, Boston,MA.Y. Lee. 2005. IBM Statistical Machine Translation for Spoken Languages. In Proc. of International Work-shop on Spoken Language ... for Phrase-based Statistical Machine Translation Mod-els. In Proc. of the Association for Machine Trans-lation in the Americas (AMTA).P. Koehn. 2004b. Statistical Significance Tests for Machine Translation ... 2006.c2006 Association for Computational LinguisticsCombination of Arabic Preprocessing Schemes for Statistical Machine Translation Fatiha SadatInstitute for Information TechnologyNational...
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Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
... of features for statistical machine translation. In Proceedings of HLT-NAACL 2004.Och, F. J., Tillmann, C., and Ney, H. (1999). Improved align-ment models for statistical machine translation. ... machine translation with scarce resources using morpho -syntactic information.Computational Linguistics, 30(2):181–204.Och, F. J. (2003). Minimum error rate training in statistical machine translation. ... Departmentkucerova@mit.eduAbstractWe describe a method for incorporating syntactic informa-tion in statistical machine translation systems. The first stepof the method is to parse the source language string that is be-ing...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... outlined inSection 3.2 Statistical Machine Translation The goal of the translation process in statisti-cal machine translation can be formulated as fol-lows: A source language stringis to be ... best hypothesis provided by the translation system.7 ConclusionsWe have developed refined lexicon models for statistical machine translation by using maximumentropy models. We have been able to ... the lexicon models used in statistical machine translation systems are only single-wordbased, thatis one word in the source language cor-responds to only one word in the target language. Those...
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- a discriminative latent variable model for statistical machine translation
- discriminative feature tied mixture modeling for statistical machine translation
- a probabilistic approach to syntaxbased reordering for statistical machine translation
- factored language model for statistical machine translation
- a hierarchical phrasebased model for statistical machine translation
- syntax based language models for statistical machine translation
- adaptation of the translation model for statistical machine translation based on information retrieval
- a localized prediction model for statistical machine translation
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