active learning for statistical phrase based machine translation
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 ... source toolkit for parsing -based machine translation. In Proceedings of the FourthWorkshop on Statistical Machine Translation, pages135–139, Athens, Greece, March. Association for Computational ... 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...
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Báo cáo khoa học: "Learning to Transform and Select Elementary Trees for Improved Syntax-based Machine Translations" ppt
... June 19-24, 2011.c2011 Association for Computational Linguistics Learning to Transform and Select Elementary Trees for ImprovedSyntax -based Machine TranslationsBing Zhao†, and Young-Suk ... paper for transforming the original elementary treeinto similar trees for evaluating the reordering probabili-ties.Eqn. 3 significantly enriches reordering powers for syntax -based machine translation. ... 2009),combinations of tree forest and tree-sequence (Zhang etal., 2008) based approaches were carried out by addingpseudo nodes and hyper edges into the forest. Overall,the forest -based translation can...
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Tài liệu Báo cáo khoa học: "An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation" docx
... toolkit for phrase- based and syntax -based machine translation. The toolkit supports several state-of-the-art models developed in statistical machine translation, including the phrase- based ... algorithm for statistical machine translation. In Proc. of ACL1996, pages 152–158. Deyi Xiong, Qun Liu and Shouxun Lin. 2006. Maximum Entropy Based Phrase Reordering Model for Statistical Machine ... open-source toolkit for phrase- based and syntax -based machine translation. It is implemented in C++ and runs fast. Moreover, it supports several state-of-the-art models ranging from phrase- based models...
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Tài liệu Báo cáo khoa học: "Statistical phrase-based models for interactive computer-assisted translation" pdf
... Association for Computational Linguistics Statistical phrase- based models for interactive computer-assisted translation Jes´us Tom´as and Francisco CasacubertaInstituto Tecnol´ogico de Inform´aticaUniversidad ... Decoding in interactive machine translation The search algorithm is a crucial part of a CATsystem. Its performance directly affects the qual-ity and efficiency of translation. For CAT searchwe ... high-quality trans-lations. A statistical phrase- based ap-proach to computer-assisted translation isdescribed in this article. A new decoder al-gorithm for interactive search is also pre-sented,...
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Báo cáo khoa học: "Transductive learning for statistical machine translation" potx
... 2000. Anevaluation tool for machine translation: Fast evalua-tion for MT research. In Proc. LREC.F.J. Och. 2003. Minimum error rate training in statistical machine translation. In Proc. ACL.K. ... improve-ment in translation quality on both tasks.1 IntroductionIn statistical machine translation (SMT), translation is modeled as a decision process. The goal is to findthe translation t of ... M. Osborne.2004. Statistical machine translation with word- andsentence-aligned parallel corpora. In Proc. ACL.C. Callison-Burch. 2002. Co-training for statistical ma-chine translation. Master’s...
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Tài liệu Báo cáo khoa học: "Better Filtration and Augmentation for Hierarchical Phrase-Based Translation Rules" pdf
... Themathematics of statistical machine translation: pa-rameter estimation. Comput. Linguist., 19(2):263–311.David Chiang. 2005. A hierarchical phrase- based model for statistical machine translation. ... Och, and Daniel Marcu.2003. Statistical phrase- based translation. InNAACL ’03: Proceedings of the 2003 Conferenceof the North American Chapter of the Association for Computational Linguistics ... FBIS. Here HPB refers to the base-line hierarchal phrase- based system, RWF meansrelaxed-well-formed constraint and WF representsthe well-formed structure.System Dev02 Test04 Test05HPB 0.3285...
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Báo cáo khoa học: "A Cloud-Based Platform for Do-It-Yourself Machine Translation" potx
... 2010. Stream -based Translation Models for Statistical Machine Translation. Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational ... ways: on the translation webpage of LetsMT! for testing and short translations; using LetsMT! plug-ins in computer-assisted translation (CAT) tools for professional translation; integrating ... Association for Computational Linguistics, pages 43–48,Jeju, Republic of Korea, 8-14 July 2012.c2012 Association for Computational LinguisticsLetsMT!: A Cloud -Based Platform for Do-It-Yourself Machine...
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Báo cáo khoa học: "Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation" potx
... toolkit for statistical machine translation. InProceedings of the ACL-2007 Demo and Poster Ses-sions.Zhifei Li and Sanjeev Khudanpur. 2008. A scalabledecoder for parsing -based machine translation ... Variational decoding for statistical machine translation. In Proceedings of ACL.Yang Liu, Qun Liu, and Shouxun Lin. 2006. Tree-to-string alignment templates for statistical machine translation. In ... source toolkit for parsing- based machine translation. In Proceedings of theFourth Workshop on Statistical Machine Transla-tion, pages 135–139, Athens, Greece, March. As-sociation for Computational...
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Báo cáo khoa học: "Towards a Unified Approach to Memory- and Statistical-Based Machine Translation" pdf
... gloss -based translation. Itis possible for the decoder to produce a perfect translation using phrases from the TMEM, andyet, to discard the perfect translation in favor ofan incorrect translation ... oneobtained using the TMEM seed. The translation obtained from the TMEM seed is also correct for the third sentence. But unfortunately, in this case,the TMEM -based translation is not the most prob-able.Acknowledgments. ... Strategies For Going Multilin-gual In A Global Age. John Benjamins Publishers.Tony Veale and Andy Way. 1997. Gaijin: Atemplate -based bootstrapping approach to example- based machine translation. ...
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Tài liệu Báo cáo khoa học: "Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing" docx
... directions.2 Active Learning 2.1 Pool -based Active Learning Our base framework of active learning is based onthe algorithm of (Lewis and Gale, 1994), which iscalled pool -based active learning. ... of improving active learning for parsingby using a smaller constituent than a sentence asa unit that is selected at each iteration of active learning. Typically in active learning for parsing ... Roukos. 2002. Active learning for statistical natural language pars-ing. In Proc. of ACL-2002, pages 120–127.364Simon Tong and Daphne Koller. 2000. Support vec-tor machine active learning with...
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