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handling multi word expressions in phrasebased statistical machine translation

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Báo cáo khoa học: "Word Sense Disambiguation Improves Statistical Machine Translation" docx

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... cici+1consideredas a single unit.5 Incorporating WSD during DecodingThe following tasks are done for each rule that isconsidered during decoding:• identify Chinese words to suggest translationsfor• ... and information retrieval. In translation, different senses of a word w in asource language may have different translations in atarget language, depending on the particular mean-ing of w in ... actual translation task. Furthermore, the improve-ment is statistically significant.1 IntroductionMany words have multiple meanings, depending onthe context in which they are used. Word sense...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc

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... 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

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... 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, ... 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 ... Marcello Federico. 2009. Do-main adaptation for statistical machine translation withmonolingual resources. In Proceedings of the FourthWorkshop on Statistical Machine Translation, StatMT’09, pages...
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Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx

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... Computational LinguisticsName Translation in Statistical Machine Translation Learning When to TransliterateUlf Hermjakob and Kevin KnightUniversity of Southern CaliforniaInformation Sciences Institute4676 ... with links betweenArabic and English words that appear to be translit-erations. In the following example, linked words areunderlined, with numbers indicating what is linked.English The meeting ... 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. Backward Ma-chine Transliteration...
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Tài liệu Báo cáo khoa học: "Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation" pptx

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... Statis-tical Machine Translation (PB-SMT). In- stead of using manually segmented mono-lingual domain-specific corpora to trainsegmenters, we make use of bilingual cor-pora and statistical word alignment ... sentences into characters.From these we build a bilingual 1-to-n dictionary,and the training corpus is updated by grouping thecharacters in the dictionaries into a single word, using the method ... Computational LinguisticsBilingually Motivated Domain-Adapted Word Segmentationfor Statistical Machine Translation Yanjun Ma Andy WayNational Centre for Language TechnologySchool of ComputingDublin...
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Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt

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... 2007.Exploring different representational units in English-to-Turkish statistical machine translation. In Proceedings of Statistical Machine Translation Workshop at the 45th Annual Meeting of theAssociation ... Europarl: A parallel corpus for statistical machine translation. In MT Summit X.Young-Suk Lee. 2004. Morphological analysis for statistical machine translation. In Proceedings ofHLT/NAACL-2004 – Companion ... for statistical ma-chine translation. In Proceedings of the 4th LREC,pages 1585–1588, May.Helmut Schmid. 1994. Probabilistic part-of-speechtagging using decision trees. In Proceedings ofInternational...
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Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt

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... Singa-pore, August. Association for Computational Linguis-tics.Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of the41st Annual Meeting ... for statistical machine translation. In Proceed-ings of AMTA.Sylvain Raybaud, Caroline Lavecchia, David Langlois,and Kamel Sma¨ıli. 2009. New confidence measuresfor statistical machine translation. ... 19(2):263–311.Eugene Charniak, Kevin Knight, and Kenji Yamada.2003. Syntax-based language models for statistical machine translation. In Proceedings of MT Summit IX.Intl. Assoc. for Machine Translation. David...
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Báo cáo khoa học: "Statistical Machine Translation for Query Expansion in Answer Retrieval" pptx

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... approach to statistical machine transla-tion. Computational Linguistics, 30(4):417–449.Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of(HLT-NAACL’03), ... weightsλ defined in equation (4) we employed minimum error rate(MER) training under the BLEU measure (Och,2003). Training data for MER training were takenfrom multiple manual English translations ... question answering. In Proceedings of TREC-11, Gaithersburg, MD.Eduard Hovy, Laurie Gerber, Ulf Hermjakob, MichaelJunk, and Chin-Yew Lin. 2000. Question answering in webclopedia. In Proceedings of...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc

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... Machine Translation. Machine Translation, pages77-94.Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do-main Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual ... 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 ... 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...
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