joint phrase alignment and extraction for statistical machine translation
Tài liệu Báo cáo khoa học: "An Unsupervised Model for Joint Phrase Alignment and Extraction" ppt
... removed for TMtraining. For both tasks, we perform weight tuning and testing on specified development and test sets.We compare the accuracy of our proposed methodof joint phrase alignment and extraction ... iteratively-trained segmentation-free phrase translation model for statistical machine translation. In Proceedings ofthe 2nd Workshop on Statistical Machine Translation, pages 112–119.David Newman, ... parameters s and d over all phrase pairs inthe model, long phrase pairs are much more sparse635Figure 3: The phrase, block, and word alignments usedin heuristic phrase extraction. 5.1 Heuristic Phrase...
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Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot
... automaticevaluation of machine translation. In HLT-NACCLWorkshop on Statistical Machine Translation, pages102–121.P. Koehn, F. J. Och, and D. Marcu. 2003. Statistical phrase- based translation. In ... tree mappings for machine translation. In ACL, Sapporo, Japan.Short paper.H. J. Fox. 2002. Phrasal cohesion and statistical machine translation. In EMNLP, pages 304–311.J. Graehl and K. Knight. ... Hierarchical phrase- based translation. Computational Linguistics, 33(2):201–228, June.M. Collins, P. Koehn, and I. Kucerova. 2005. Clause re-structuring 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
... 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. ... topic-specific translation model and thetopic posterior distribution of phrases.Formally, we incorporate monolingual topic in-formation into translation probability estimation, and decompose the phrase...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc
... Hierarchical 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. ... Zhao and Xiaoqiang Luo. 2010.Constituent reordering and syntax models for English-to-Japanese statistical machine translation. In Proc.Coling.Chi-Ho Li, Minghui Li, Dongdong Zhang, Mu Li and Ming ... Shah and Sasikumar M. 2008.Simple syntactic and morphological processing canhelp English-Hindi Statistical Machine Translation. In Proc. IJCNLP.Roy Tromble. 2009. Search and Learning for the...
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Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt
... data for α and for γ, re-spectively. coocfC and cooceC are the contexts for α and γ when α and γco-occur. Obviously, they satisfy the constraints: fullfcoocfCC ⊆ and ... 11,001 new features for statistical machine translation. In: Proc. NAACL HLT, pp. 218–226. K. W. Church and P. Hanks. 1990. Word association norms, mutual information, and lexicography. Computational ... and L. Marquez. 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...
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Tài liệu Báo cáo khoa học: "Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation" docx
... Suntec,Singapore, August. Association for ComputationalLinguistics.Gholamreza Haffari, Maxim Roy, and Anoop Sarkar.2009. Active learning for statistical phrase- based machine translation. In Proceedings ... WrenThornton, Jonathan Weese, and Omar Zaidan. 2009.Joshua: An open source toolkit for parsing-based machine translation. In Proceedings of the FourthWorkshop on Statistical Machine Translation, pages135–139, ... HNG, for short.HNG solicits translations only for trigger n-grams and 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
... reference translations.We used GIZA++ (Och and Ney, 2003) for post-segmentation token alignments and the Mosestoolkit (Koehn et al., 2007) with default param-eters for phrase- based translation ... to Turkish statistical machine translation. In Proceedings of the Work-shop on Statistical Machine Translation, pages 7–14, New York City, New York, USA.Jakob Elming, Nizar Habash, and Josep ... Bojar, AlexandraConstantin, and Evan Herbst. 2007. Moses: Opensource toolkit for statistical machine translation. InProceedings of the 45th Annual Meeting of the Asso-ciation for Computational...
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Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
... 294–298,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsCorpus Expansion for Statistical Machine Translation withSemantic Role Label Substitution RulesQin Gao and ... 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 ... Chris Brockett, and William Dolan. 2004.Monolingual machine translation for paraphrase gen-eration. In Proceedings of EMNLP 2004, pages 142–149, Barcelona, Spain, July. Association for Computa-tional...
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Tài liệu Báo cáo khoa học: "Combination of Arabic Preprocessing Schemes for Statistical Machine Translation" ppt
... Decoder 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 ... 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 improved translation ... sen-tence and document alignment, system translation confidence, phrase translation lexicons, etc.We extend on previous work by experimentingwith a wider range of preprocessing schemes for Arabic and...
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Tài liệu Báo cáo khoa học: "Clause Restructuring for Statistical Machine Translation" ppt
... system.Marcu, D. and Wong, W. (2002). A phrase- based, joint proba-bility model for statistical machine translation. In Proceed-ings of EMNLP 2002.Melamed, I. D. (2004). Statistical machine translation ... significance tests for machine translation evaluation. In Lin, D. and Wu, D., editors, Pro-ceedings of EMNLP 2004.Koehn, P. and Knight, K. (2003). Feature-rich statistical trans-lation of noun phrases. ... models for statistical machine translation. In Proceed-ings of EMNLP 1999, pages 20–28.Papineni, K., Roukos, S., Ward, T., and Zhu, W J. (2002).BLEU: a method for automatic evaluation of machine...
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Tài liệu Báo cáo khoa học: "A Localized Prediction Model for Statistical Machine Translation" ppt
... novel trainingmethod for a localized phrase- based predic-tion model for statistical machine translation (SMT). The model predicts blocks with orien-tation to handle local phrase re-ordering. ... 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 example that ... Tillmann, and Hermann Ney.1999. Improved Alignment Models for Statistical Ma-chine Translation. In Proc. of the Joint Conf. on Em-pirical Methods in Natural Language Processing and Very Large...
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Tài liệu Báo cáo khoa học: "Refined Lexicon Models for Statistical Machine Translation using a Maximum Entropy Approach" pptx
... word and repre-sents a specific source word.Category if and only if 12 and 2 and 3 and 3 and 6 and 7 and for the word pair , we use the followingcategories of features:1. ( )2. ( ) and 3. ... features:1. ( )2. ( ) and 3. ( ) and 4. ( ) and 5. ( ) and 6. ( ) and 7. ( ) and 8. ( ) and 9. ( ) and Category 1 features depend only on the sourceword and the target word . A ME model thatuses ... 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...
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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: ... problem for machine translation systems that use translation models based on hid- den alignments without a monotonicity constraint: (Berger et al., !994) and (Wang and Waibel, 1997). The former ... Reference Transla- tion e and Translator Output e ~ for "acceptable" translations (A) and "incorrect" translations (I). For the total number of non-correct translations (T), the...
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- a discriminative latent variable model for statistical machine translation
- joint phrase alignment and extraction
- 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
- consensus network decoding for statistical machine translation system combination
- an unsupervised model for joint phrase alignment and extraction
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