consensus network decoding for statistical machine translation system combination
Báo cáo khoa học: "Hypothesis Mixture Decoding for Statistical Machine Translation" ppt
... mixture decoding (HM decoding) , a new decoding scheme that performs translation reconstruction using hypo-theses generated by multiple translation systems. HM decoding involves two decoding ... component systems. 4.6 Comparison to Consensus Decoding Consensus decoding is another decoding technique that motivates our approach. We compare our HM decoding with two latest multiple -system ... component system, decoding methods based on multiple SMT systems can provide significant improvements on oracle translations; word-level system combination, collaborative decoding and model combination...
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Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot
... classifi-cation error training for statistical machine translation. In EAMT.C. Wang, M. Collins, and P. Koehn. 2007. Chinese syn-tactic reordering for statistical machine translation. InEMNLP, pages ... smorgasbordof features for statistical machine translation. In HLT-NAACL 2004: Main Proceedings, pages 161–168.F. J. Och. 2003. Minimum error rate training for statisti-cal machine translation. In ... Kucerova. 2005. Clause re-structuring for statistical machine translation. In ACL,pages 531–540.J. Eisner. 2003. Learning non-ismorphic tree mappings for machine translation. In ACL, Sapporo, Japan.Short...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... for statistical machine translation. Machine Translation, pages 187-207.Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.2008. Semi-supervised Model Adaptation for Statisti-cal Machine Translation. ... 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. ... Entropy based Rule Selection Model for Syntax-based Statistical Machine Translation. InProc. of EMNLP 2008, pages 89-97.468phrase-based machine translation system (Koehnet al., 2007), as the...
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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. ... 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. ... 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...
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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 ... 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. In: ... Association for Computational Linguistics, pages 834–843,Uppsala, Sweden, 11-16 July 2010.c2010 Association for Computational LinguisticsBilingual Sense Similarity 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
... our “before” system already got the translation correct withoutthe need for the additional phrase translation. Thisis because though the “before” system had neverseen the Urdu expression for ... source toolkit for parsing-based machine translation. In Proceedings of the FourthWorkshop on Statistical Machine Translation, pages135–139, Athens, Greece, March. Association for Computational ... HNG, for short.HNG solicits translations only for trigger n-gramsand not for entire sentences. We provide senten-tial context, highlight the trigger n-gram that wewant translated, and ask for...
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Tài liệu Báo cáo khoa học: "Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation" doc
... 2008. Optimizing Chinese word segmen-tation for machine translation performance. In Pro-ceedings of the Third Workshop on Statistical Ma-chine Translation, pages 224–232, Columbus, Ohio.David ... 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 ... abbreviations for systems are as follows:BL: Baseline system, GS: System trained with only gen-erated sentence pairs, IT: Interpolated phrase table withGS and BL,. GA and IA are GS and IT systems...
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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 ... 2006.c2006 Association for Computational Linguistics Combination of Arabic Preprocessing Schemes for Statistical Machine Translation Fatiha SadatInstitute for Information TechnologyNational ... Spain.Y. Lee. 2004. Morphological 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...
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Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
... reordered system produces a better translation for than the baselineIf baseline produces a better translation for than the reordered system. If the two systems produce equalquality translations ... 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. ... mathematics of statistical machine translation. Computational Linguistics, 19(2):263–313.Charniak, E., Knight, K., and Yamada, K. (2003). Syntax-basedlanguage models for statistical machine translation. ...
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Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... setting during decoding doesnot change performance: the list just restrictsthe possible target translations for a source phrase.Under this model, the log-probability of a possible translation ... 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. ... @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...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... entropy approach is 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 ... problem withinthe statistical framework is to use max-imum entropy methods. In this paper,we present how to use this type of in-formation within a statistical machine translation system. We show ... the lexicon models used in statistical machine translation systemsdo not include any kind of linguisticor contextual information, which oftenleads to problems in performing a cor-rect word...
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Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx
... experimental results for a bilingual cor- pus are reported. 1.1 Statistical Machine Translation In statistical machine translation, the goal of the search strategy can be formulated as follows: ... 48.0 72.2 As far as we know, only two recent papers have dealt with decoding problem for machine translation systems that use translation models based on hid- den alignments without a monotonicity ... easy-to-use measure of the translation performance, the Levenshtein distance between the produced translations and the sample translations was calculated. The translation results are summarized...
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Tài liệu Báo cáo khoa học: "Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation" pptx
... 2009.c2009 Association for Computational LinguisticsBilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation Yanjun Ma Andy WayNational Centre for Language TechnologySchool ... and travel di-alogues. For the news domain, we trained our system using a portion of UN data for NIST2006 evaluation campaign. The system was de-veloped on LDC Multiple -Translation Chinese(MTC) ... (PB-SMT)1http://ictclas.org/index.html2http://www.ldc.upenn.edu/Projects/Chinese3http://nlp.stanford.edu/software/segmenter.shtml system Moses (Koehn et al., 2007). The perfor-mance of PB-SMT system is measured with BLEUscore (Papineni et...
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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
... during translation. This indicatesthat boundary words of blocks may keep informa-tion for their movements/reorderings. To test thishypothesis, we calculate the information gain ra-tio (IGR) for ... 521–528,Sydney, July 2006.c2006 Association for Computational LinguisticsMaximum Entropy Based Phrase ReorderingModel for Statistical Machine Translation Deyi XiongInstitute of Computing ... possi-ble non-aligned word to get blocks E(b)6: for each block b∗∈ bE(b) do7: Register b∗to the links of four corners of it8: end for 9: end for 10: for each corner C in the matrix M do11:...
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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
- syntactic discriminative language model rerankers for statistical machine translation
- factored language model for statistical machine translation
- lattice based minimum error rate training for statistical machine translation
- joint phrase alignment and extraction for statistical machine translation
- a hierarchical phrasebased model for statistical machine translation
- improving pronoun translation for statistical machine translation
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