a statistical machine translation model
Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... 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 example, Fig. 1shows an Arabic-English translation ... Boston, MA, May.Christoph Tillmann and Fei Xia. 2003. A Phrase-basedUnigram Model for Statistical Machine Translation. InCompanian Vol. of the Joint HLT and NAACL Confer-ence (HLT 03), pages ... generate a translation graph’ for every input sentence using a proce-dure similar to (Ueffing et al., 2002): a translation graphis a compact way of representing candidate translationswhich are...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... Lexicon Models for Statistical Machine Translation using a Maximum Entropy ApproachIsmael Garc´ a VareaDpto. de Inform´aticaUniv. de Castilla-La ManchaCampus Universitario s/n02071 Albacete, ... Computational Linguistics and 17thInt. Conf. on Computational Linguistics, pages960–967, Montreal, Canada, August.Franz J. Och and Hermann Ney. 200 0a. Giza++:Training of statistical translation models.http://www-i6.Informatik.RWTH-Aachen.DE/˜och/software/GIZA++.html.Franz ... lexicon models for statistical machine translation by using maximumentropy models. We have been able to obtain a significant better test corpus perplexity and also a slight improvement in translation...
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Báo cáo khoa học: "A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation" pptx
... SPMT: statistical machine translation with syn-tactified target language phrases. EMNLP-06. 44-52. Franz J. Och and Hermann Ney. 2004. The alignment template approach to statistical machine translation. ... 704-711. Daniel Marcu and William Wong. 2002. A phrase-based, joint probability model for statistical machine translation. EMNLP-02, 133-139 Daniel Marcu, W. Wang, A. Echihabi and K. Knight. ... statistical translation model. ACL-01. 523-530 Min Zhang, Hongfei Jiang, AiTi Aw, Jun Sun, Sheng Li and Chew Lim Tan. 2007. A tree-to-tree alignment-based model for statistical machine translation. ...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... Machine Translation, pages 187-207.Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.2008. Semi-supervised Model Adaptation for Statisti-cal Machine Translation. Machine Translation, pages77-94.Hua ... International Workshop onSpoken Language Translation, pages 103-110.Arne Mauser, Saˇsa Hasan and Hermann Ney 2009. Ex-tending Statistical Machine Translation with Discrimi-native and Trigger-Based ... LanguageModeling Toolkit. In Proc. of ICSLP 2002, pages 901-904.Yik-Cheung Tam, Ian R. Lane and Tanja Schultz. 2007.Bilingual LSA-based adaptation for statistical machine translation. Machine...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
... 271-279. A. Ramanathan, Pushpak Bhattacharyya, JayprasadHegde, Ritesh M. Shah and Sasikumar M. 2008.Simple syntactic and morphological processing canhelp English-Hindi Statistical Machine Translation. In ... integrated into a phrase-based decoder serving as additional distortion fea-tures.We evaluated our approach on large-scaleJapanese-English and English-Japanese machine translation tasks, and ... ranking model is auto-matically derived from word aligned paralleldata with a syntactic parser for source lan-guage based on both lexical and syntacticalfeatures. We evaluated our approach...
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Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
... Buildingand Using Parallel Texts, Ann Arbor. ACL.Baskaran Sankaran, Majid Razmara, and Anoop Sarkar.2012. Kriya an end-to-end hierarchical phrase-basedmt system. The Prague Bulletin of Mathematical ... USA.ACL.Almut Silja Hildebrand, Matthias Eck, Stephan Vogel,and Alex Waibel. 2005. Adaptation of the translation model for statistical machine translation based on in-formation retrieval. In ... PA, USA. ACL.Fatiha Sadat, Howard Johnson, Akakpo Agbago, GeorgeFoster, Joel Martin, and Aaron Tikuisis. 2005.Portage: A phrase-based machine translation system.In In Proceedings of the ACL...
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Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx
... sentence are asfollows:ID source targeth cette thist traduction translation ht cette traduction this translation mt traduction automatique machine translation a automatique automaticm automatique ... 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 333–341,Suntec, Singapore, 2-7 August 2009.c2009 ACL and AFNLPPhrase-Based Statistical Machine Translation as a Traveling ... Franz Josef Och, and Daniel Marcu.2003. Statistical phrase-based translation. InNAACL 2003, pages 48–54, Morristown, NJ, USA.Association for Computational Linguistics.Adam Lopez. 2008. Statistical...
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Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt
... Philadelphia, Pennsylva-nia, USA, July.Matt Post and Daniel Gildea. 2008. Parsers as languagemodels for statistical machine translation. In Proceed-ings of AMTA.Sylvain Raybaud, Caroline Lavecchia, ... prediction ability, we present two ex-tensions to standard n-gram language mod-els in statistical machine translation: a back-ward language model that augments the con-ventional forward language model, ... statistical machine translation: Parameter estimation. Computa-tional Linguistics, 19(2):263–311.Eugene Charniak, Kevin Knight, and Kenji Yamada.2003. Syntax-based language models for statistical machine...
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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
... 100080{liuqun, sxlin}@ict.ac.cnAbstractWe propose a novel reordering model forphrase-based statistical machine transla-tion (SMT) that uses a maximum entropy(MaxEnt) model to predicate reorderingsof ... and theMaxEnt-based reordering model with the associ-ated algorithm. We also present experiments thatindicate that the MaxEnt-based reordering model improves translation significantly compared ... (phrase pairs). The model provides content-dependent, hier-archical phrasal reordering with general-ization based on features automaticallylearned from a real-world bitext. Wepresent an algorithm...
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Báo cáo khoa học: "Distortion Models For Statistical Machine Translation" doc
... model for statistical machine translation. InDaniel Marcu Susan Dumais and Salim Roukos, ed-itors, HLT-NAACL 2004: Short Papers, pages 101–104, Boston, Massachusetts, USA, May 2 - May 7.Association ... numberN66001-99-2-8916.ReferencesYaser Al-Onaizan, Jan Curin, Michael Jahr, KevinKnight, John Lafferty, Dan Melamed, Franz-Josef Och, David Purdy, Noah Smith, and DavidYarowsky. 1999. Statistical Machine Translation: Final ... 2006.c2006 Association for Computational LinguisticsDistortion Models For Statistical Machine Translation Yaser Al-Onaizan and Kishore PapineniIBM T.J. Watson Research Center1101 Kitchawan RoadYorktown...
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Báo cáo khoa học: "Interactively Exploring a Machine Translation Model" pptx
... the ACL Interactive Poster and Demonstration Sessions,pages 97–100, Ann Arbor, June 2005.c2005 Association for Computational LinguisticsInteractively Exploring a Machine Translation Model Steve ... sentence. Themethod allows a user to explore a model of syntax-based statistical machine trans-lation (MT), to understand the model sstrengths and weaknesses, and to compareit to other MT systems. ... IntroductionThere are many new approaches to statistical ma-chine translation, and more ideas are being sug-gested all the time. However, it is difficult to deter-mine how well a model will actually perform....
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Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
... {yyw, waibel}©cs, cmu. edu 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 ... spoken language translation task. 1 Introduction Most (if not all) statistical machine translation systems employ a word-based alignment model (Brown et al., 1993; Vogel, Ney, and Tillman, 1996; ... (ICSLP'96), Philadelphia, USA. Wang, Y. and A. Waibel. 1997. Decoding Al- gorithm in Statistical Machine Translation. In Proceedings of the 35th Annual Meeting of the Association for...
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Báo cáo khoa học: "Discriminative Feature-Tied Mixture Modeling for Statistical Machine Translation" pdf
... 2010.Discriminative instance weighting for domain adapta-tion in satistical machine translation. In Proceedingsof EMNLP.Abraham Ittycheriah and Salim Roukos. 2005. A maxi-mum entropy word aligner for arabic-english ... 57–64, April.Philipp Koehn, Franz Och, and Daniel Marcu. 2003. Statistical phrase-based translation. In Proceedings ofNAACL/HLT.Percy Liang, Alexandre Bouchard-Cˆot´e, Dan Klein, andBen Taskar. ... Feature-Tied Mixture Modeling for Statistical Machine Translation Bing Xiang and Abraham IttycheriahIBM T. J. Watson Research CenterYorktown Heights, NY 10598{bxiang,abei}@us.ibm.comAbstractIn...
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Báo cáo khoa học: "On-line Language Model Biasing for Statistical Machine Translation" docx
... Language Model Biasing for Statistical Machine Translation Sankaranarayanan Ananthakrishnan, Rohit Prasad and Prem NatarajanRaytheon BBN TechnologiesCambridge, MA 02138, U.S .A. {sanantha,rprasad,pnataraj}@bbn.comAbstractThe ... not available for E2D.LM training data in words: 2.4M (Dari), 3.4M (Pashto)4.1 Data ConfigurationParallel data were made available under the Transtacprogram for both language pairs evaluated ... biasing as we move from low-resource languages to those for which significantlylarger parallel corpora and LM training data areavailable.448ReferencesYaser Al-Onaizan, Jan Curin, Michael...
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Báo cáo khoa học: "Randomised Language Modelling for Statistical Machine Translation" doc
... 1(4):485–509.David Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In Proceedings of the 43rdAnnual Meeting of the Association for Computational Lin-guistics (ACL’05), ... translation (SMT). Standard n-gram language models assign probabilities to trans-lation hypotheses in the target language, typically assmoothed trigram models, e.g. (Chiang, 2005). Al-though ... Empirical Meth-ods in Natural Language Processing (EMNLP/Co-NLL).P. Koehn. 2003. Europarl: A multilingual corpus for eval-uation of machine translation philipp koehn, draft. Availableat:http://people.csail.mit.edu/...
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- adaptation of statistical machine translation model
- 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
- syntactic discriminative language model rerankers 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
- a localized prediction model for statistical machine translation
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