statistical machine translation for query expansion in answer retrieval
Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
... is used for training phrase-based translation models, which can be used directly in translation tasks or combined with base-line models. Experimental results on Chinese-English machine translation ... Open source toolkit for statistical machine translation. In Proceedings ofthe 45th Annual Meeting of the Association for Com-putational Linguistics Companion Volume Proceed-ings of the Demo and ... Association for Computational LinguisticsCorpus Expansion for Statistical Machine Translation withSemantic Role Label Substitution RulesQin Gao and Stephan VogelLanguage Technologies Institute,...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... Adaptation for Statisti-cal Machine Translation. Machine Translation, pages77-94.Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do-main Adaptation for Statistical Machine Translation with Domain ... 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
... reordering for phrase-based statistical machine translation. In Proceedings of the Sixth Work-shop on Statistical Machine Translation, pages 227–236, Edinburgh, Scotland, July. Association for ... 2003. 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, ... workPre-processing approaches to word reordering aimat permuting input words in a way that minimizesthe reordering needed for translation: determinis-tic reordering aims at finding a single optimal...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
... Phrase-BasedModel for Statistical Machine Translation. In Proc.ACL, pages 263-270.Michael Collins, Philipp Koehn and Ivona Kucerova.2005. Clause restructuring for statistical machine translation. In Proc. ... Reordering for Statistical Ma-chine Translation. In Proc. ACL, pages 720-727.Yang Liu, Qun Liu, and Shouxun Lin. 2006. Tree-to-String Alignment Template for Statistical Machine Translation. In ... canhelp English-Hindi Statistical Machine Translation. In Proc. IJCNLP.Roy Tromble. 2009. Search and Learning for the Lin-ear Ordering Problem with an Application to Machine Translation. Ph.D....
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Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
... 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 ... 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, ... hypothesis testing for statisti-cal machine translation: controlling for optimizer in- stability. In Proceedings of the 49th Annual Meetingof the Association for Computational Linguistics: Hu-man...
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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 of ACL, ... Toolkit for Parsing-based Machine Translation. In: Proceedings of the WMT. March. Athens, Greece. D. Lin. 1998. Automatic retrieval and clustering of similar words. In: Proceedings of COLING/ACL-98. ... 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 Translation. ...
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Tài liệu Báo cáo khoa học: "Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation" docx
... toolkit for parsing-based machine translation. In Proceedings of the FourthWorkshop on Statistical Machine Translation, pages135–139, Athens, Greece, March. Association for Computational Linguistics.Francois ... 2009. Activelearning for multilingual statistical machine trans-lation. In Proceedings of the Joint Conference ofthe 47th Annual Meeting of the ACL and the 4th In- ternational Joint Conference ... se-quential algorithm for training text classifiers. In SI-GIR ’94: Proceedings of the 17th annual interna-tional ACM SIGIR conference on Research and de-velopment in information retrieval, pages...
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Tài liệu Báo cáo khoa học: "Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation" doc
... El-Kahlout and Kemal 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 ... matching by identifyingredundant distinctions in the morphology of onelanguage compared to another.3 MethodMaximizing translation performance directlywould require SMT training and decoding for each ... editors, Learning Machine Transla-tion, chapter 5, pages 93–110. MIT Press.Nizar Habash and Fatiha Sadat. 2006. Arabic prepro-cessing schemes for statistical machine translation. In Proc. of...
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Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx
... Association for Computational LinguisticsName Translation in Statistical Machine Translation Learning When to TransliterateUlf Hermjakob and Kevin KnightUniversity of Southern CaliforniaInformation ... Jian. 2004. A 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. ... Lin-guistics.Kevin Knight and Jonathan Graehl. 1997. Machine Transliteration. In Proceedings of the 35th AnnualMeeting of the Associationfor ComputationalLinguis-tics.Li Haizhou, Zhang Min,...
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Tài liệu Báo cáo khoa học: "Segmentation for English-to-Arabic Statistical Machine Translation" ppt
... show that segmentingthe Arabic target in training and decoding improvesperformance. We propose various schemes for re-combining the segmented Arabic, and compare theireffect on translation. We ... Association for Computational LinguisticsSegmentation for English-to-Arabic Statistical Machine Translation Ibrahim Badr Rabih ZbibComputer Science and Artificial Intelligence LabMassachusetts Institute ... 4-grams for segmented Arabic. The av-erage sentence length is 9 for English, 8 for Arabic,and 10 for segmented Arabic.2Since most of the data was originally intended for Arabic-to-English translation...
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Tài liệu Báo cáo khoa học: "Combination of Arabic Preprocessing Schemes for Statistical Machine Translation" ppt
... 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 ... training and testing. In this paper, we shift our attention to exploringand contrasting additional preprocessing schemes for Arabic and describing and evaluating differ-ent methods for combining ... word-levelpreprocessing schemes for Arabic on thequality of phrase-based statistical machine translation. We also present and evalu-ate different methods for combining pre-processing schemes resulting in improvedtranslation...
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Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
... phrase-based, joint proba-bility model for statistical machine translation. In Proceed-ings of EMNLP 2002.Melamed, I. D. (2004). Statistical machine translation by pars-ing. In Proceedings of ACL ... (2004). Statistical 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 ... 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. In Proceed-ings...
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Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... change in perfor-mance between training on the original training data in Eq. 2 or on the modified training data in Eq. 10. Lineshows that even when training the float weights on anevent set obtained ... results in line- are obtained by training ’float’ weights only. Here,the training is carried out by running only once over% of the training data. The model including the binaryfeatures is trained ... entire training data. We obtainabout million features of the type defined in Eq. 3by setting the threshold . Forty iterations over thetraining data take about hours on a single Intel machine. Although...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... searchalgorithm for statistical machine translation. In COLING-ACL ’98: 36th Annual Meeting of the As-sociation for Computational Linguistics and 17thInt. Conf. on Computational Linguistics, pages960–967, ... Themathematics of statistical machine translation: Pa-rameter estimation. Computational Linguistics,19(2):263–311.George Foster. 2000. Incorporating position informa-tion into a maximum entropy/minimum ... Decoding algo-rithm in statistical translation. In Proc. 35th AnnualConf. of the Association for Computational Linguis-tics, pages 366–372, Madrid, Spain, July.Table 1: Some training events for...
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- training in statistical machine translation
- query expansion in answer retrieval
- topics in statistical machine translation
- a discriminative latent variable model for statistical machine translation
- towards effective use of training data in statistical machine translation
- minimum error rate training in 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
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