improvements in phrase based statistical machine translation

... 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 the Association ... Europarl: A parallel corpus for statistical machine translation. In MT Summit X. Young-Suk Lee. 2004. Morphological analysis for statistical machine translation. In Proceedings of HLT/NAACL-2004 – Companion ... reordering in English to Turkish phrase- based statistical machine translation. IEEE Transactions on Audio, Speech, and Language Processing. To Appear. Alexander Fraser. 2009. Experiments in morphosyn- tactic...

Ngày tải lên: 07/03/2014, 22:20

... Federico. 2010. Chunk- based verb reordering in VSO sentences for Arabic- English statistical machine translation. In Proceed- ings of the Joint Fifth Workshop on Statistical Machine Translation and ... phrase- based statistical machine translation. In Proceedings of the Sixth Work- shop on Statistical Machine Translation, pages 227– 236, Edinburgh, Scotland, July. Association for Com- putational Linguistics. Satanjeev ... Minimum Error Rate Training in Statistical Machine Translation. In Erhard Hinrichs and Dan Roth, editors, Proceedings of the 41st Annual Meeting of the Association for Computational Linguis- tics, pages...

Ngày tải lên: 19/02/2014, 19:20

... decoding into straight TSP, but a wide range of combinatorial optimization problems (in- cluding TSP) can be expressed in the more gen- eral framework of linear integer programming”. By employing ... Germann, Michael Jahr, Kevin Knight, and Daniel Marcu. 2001. Fast decoding and optimal decoding for machine translation. In In Proceedings of ACL 39, pages 228–235. Gregory Gutin, Daniel Karapetyan, ... Marcu. 2003. Statistical phrase- based translation. In NAACL 2003, pages 48–54, Morristown, NJ, USA. Association for Computational Linguistics. Adam Lopez. 2008. Statistical machine translation. ACM...

Ngày tải lên: 20/02/2014, 07:20

... Linguistics Partial Matching Strategy for Phrase- based Statistical Machine Translation Zhongjun He 1,2 and Qun Liu 1 and Shouxun Lin 1 1 Key Laboratory of Intelligent Information Processing Institute ... matching strat- egy for phrase- based statistical machine trans- lation (PBSMT). Source phrases which do not appear in the training corpus can be trans- lated by word substitution according to ... newly constructed phrase pairs can be used for decoding as they have already existed in the phrase table. 2.3 Incorporating Partial Matching into the PBSMT Model In this paper, we incorporate the...

Ngày tải lên: 08/03/2014, 01:20

... 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. In Proc. ... Language to Im- prove Bilingual Word Alignment. In Proc. of COL- ING-2000, pages 97-103. David Chiang. 2005. A Hierarchical Phrase- Based Model for Statistical Machine Translation. In Proc. of ACL-2005, ... 2003. Minimum Error Rate Training in Statistical Machine Translation. In Proc. of ACL- 2003, pages 160-167. Franz Josef Och and Hermann Ney. 2004. The Align- ment Template Approach to Statistical...

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... of various statistical alignment mod- els. Computational Linguistics, 29(1):19–51. Franz Josef Och. 2003. Minimum error rate training in statistical machine translation. In Proceedings of ACL, pages ... Introduction Syntax -based statistical machine translation (SMT) systems have achieved promising improvements in recent years. Depending on the type of input, the systems are divided into two categories: string- based ... hierarchical phrase- based model for statistical machine translation. In Proceedings of ACL, pages 263–270, Ann Arbor, MI. David Chiang. 2007. Hierarchical phrase- based transla- tion. Computational Lingustics,...

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... 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 ACL, pages ... Considerations in maximum mutual information and minimum classifi- cation error training for statistical machine translation. In EAMT. C. Wang, M. Collins, and P. Koehn. 2007. Chinese syn- tactic reordering ... Re- evaluating the role of BLEU in machine translation re- search. In EACL, pages 249–256. C. Cherry and D. Lin. 2006. Soft syntactic constraints for word alignment through discriminative training. In COLING-ACL,...

Ngày tải lên: 08/03/2014, 01:20

... Computational Linguistics Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation Deyi Xiong Institute of Computing Technology Chinese Academy of Sciences Beijing, China, 100080 Graduate ... reorderings from training data just like learning phrasal translations. Lexicalized re- ordering model learns reorderings from training data, but it binds reorderings to individual concrete phrases, ... any blocks, observed in training or not. The whole maximum entropy based reordering model is em- bedded inside a log-linear phrase- based model of translation. Following the Bracketing Transduc- tion...

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Ngày tải lên: 17/03/2014, 05:20

... Hierarchical Phrase- Based Model for Statistical Machine Translation. In Proc. ACL, pages 263-270. Michael Collins, Philipp Koehn and Ivona Kucerova. 2005. Clause restructuring for statistical machine translation. ... processing can help 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. ... baseline phrase- based SMT system. 1 Introduction Modeling word reordering between source and tar- get sentences has been a research focus since the emerging of statistical machine translation. In phrase- based...

Ngày tải lên: 19/02/2014, 19:20

... and Alfons Juan. 2007. Domain adap- tation in statistical machine translation with mixture modelling. In Proceedings of the Second Workshop on Statistical Machine Translation, StatMT ’07, pages 177–180, ... 2010. Discriminative instance weighting for domain adapta- tion in statistical machine translation. In Proceedings of the 2010 Conference on Empirical Methods in Nat- ural Language Processing, EMNLP ... Marcello Federico. 2009. Do- main adaptation for statistical machine translation with monolingual resources. In Proceedings of the Fourth Workshop on Statistical Machine Translation, StatMT ’09, pages...

Ngày tải lên: 19/02/2014, 19:20

... Computational Linguistics Name Translation in Statistical Machine Translation Learning When to Transliterate Ulf Hermjakob and Kevin Knight University of Southern California Information Sciences Institute 4676 ... identification and translation concerns—for example, the scoring system asks for coreference determination,which may or may not be of interest for improving machine translationoutput. In this paper, ... Joint Source-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...

Ngày tải lên: 20/02/2014, 09:20