statistical machine translation as a language model for handwriting recognition
Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx
... 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 ... sentence are as follows:ID source targeth cette thist traduction translation ht cette traduction this translation mt traduction automatique machine translation a automatique automaticm automatique ... dothat exhaustively for all biphrases (relevant for thesource sentence at hand) that, like i, have a single-word target, we will obtain a representation thatallows a trigram language model...
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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, ... approach toadaptive statistical language modeling. Computer,Speech and Language, 10:187–228.Christoph Tillmann and Hermann Ney. 2000. Wordre-ordering and dp-based search in statistical ma-chine ... Stephan Vogel, Hermann Ney, andChristoph Tillmann. 1998. A DP-based searchalgorithm for statistical machine translation. InCOLING-ACL ’98: 36th Annual Meeting of the As- sociation for Computational...
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Báo cáo khoa học: "A Preference-first Language Processor Integrating the Unification Grammar and Markov Language Model for Speech Recognition-ApplicationS" potx
... Pala Alto. Lee, L. S. et al. (1990). A Mandarin Dictation Machine Based Upon A Hierarchical Recognition Approach and Chinese Natural Language Analysis, IEEE Trans. on Pattern Analysis and Machine ... correct rate of recognition can be as high as 98.3%. This indicates that the language processor based on the integration of the unification grammar and the Markov language model can in fact be ... grammatical and statistical language modeling approaches. The PATR-II-Iike unification grammar is used primarily to distinguish between well-formed, acceptable word sequences against ill-formed...
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Tài liệu Báo cáo khoa học: "A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation" doc
... Syntax-based language models for statistical machine transla-tion. MT Summit IX., Intl. Assoc. for Machine Trans-lation.C. Chelba and F. Jelinek. 1998. Exploiting syntacticstructure for language ... Language, 14(4):283-332.D. Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. The 43th Annual Con-ference on Association of Computational Linguistics(ACL), ... Stochastic analysis of lexical andsemantic enhanced structural language model. The 8thInternational Colloquium on Grammatical Inference(ICGI), 97-111.K. Yamada and K. Knight. 2001. A syntax-based...
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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 ... Conference(HLT 04), pages 177–184, 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 ... Method for AutomaticEvaluation of machine translation. In Proc. of the40th Annual Conf. of the Association for Computa-tional Linguistics (ACL 02), pages 311–318, Philadel-phia, PA, July.Charles...
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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.448 ReferencesYaser Al-Onaizan, Jan Curin, Michael...
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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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Báo cáo khoa học: "A Hierarchical Phrase-Based Model for Statistical Machine Translation" pptx
... statistical machine translation. Natural Language Engineering. To appear.Daniel Marcu and William Wong. 2002. A phrase-based, joint probability model for statistical machine translation. In Proceedings ... the basic architecture of phrasesegmentation (or generation), phrase reordering, andphrase translation remains the same.Phrase-based models can robustly perform trans-lations that are localized ... USAdchiang@umiacs.umd.eduAbstractWe present a statistical phrase-based transla-tion model that uses hierarchical phrases—phrases that contain subphrases. The model is formally a synchronous...
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Báo cáo khoa học: "Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation" potx
... LinguisticsFast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation Joern Wuebker, Hermann NeyHuman Language Technologyand Pattern Recognition ... dynamic programming beamsearch in phrase-based statistical machine translation (SMT), aiming at increased effi-ciency of decoding by minimizing the numberof language model computations and ... ifwe allow for a small degradation in translation per-formance, our approaches clearly outperform Mosesin terms of translation speed. With phrase-only LMlook-ahead, our decoder is faster by a...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
... 2007.Bilingual LSA-based adaptation for statistical machine translation. Machine Translation, pages 187-207.Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.2008. Semi-supervised Model Adaptation for ... weblog.According to adaptation emphases, domain adap-tation in SMT can be classified into translation mod-el adaptation and language model adaptation. Herewe focus on how to adapt a translation model, ... 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 Dictionary...
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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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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx
... 2006.c2006 Association for Computational LinguisticsMaximum Entropy Based Phrase Reordering Model for Statistical Machine Translation Deyi XiongInstitute of Computing TechnologyChinese Academy ... 100080{liuqun, sxlin}@ict.ac.cnAbstractWe propose a novel reordering model for phrase-based statistical machine transla-tion (SMT) that uses a maximum entropy(MaxEnt) model to predicate reorderingsof ... source language (max(|s|, |t|)/min(|s|, |t|))to 3. After extracting phrases, we calculated thephrase translation probabilities and lexical transla-tion probabilities in both directions for each...
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Báo cáo khoa học: "Pivot Language Approach for Phrase-Based Statistical Machine Translation" pot
... Decoder for Phrase-Based Statistical Machine Translation Models. In Proc. of AMTA-2004, pages 115-124. Philipp Koehn. 2005. Europarl: A Parallel Corpus for Statistical Machine Translation. ... 2007.c2007 Association for Computational LinguisticsPivot Language Approach for Phrase-Based Statistical Machine Translation Hua Wu and Haifeng Wang Toshiba (China) Research and Development Center ... is easy to be adapted to any language pair where a pivot lan-guage and corresponding large bilingual corpora are available. 3 Phrase-Based SMT According to the translation model presented...
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