improved statistical machine translation using paraphrases

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... 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. ... for statistical machine translation. In Proc. of ACL 2007, Demonstration Session, pages 177-180. Yang Liu, Qun Liu and Shouxun Lin. 2006. Tree- to-String Alignment Template for Statistical Machine Translation. ... and Daniel Marcu. 2003. Statistical phrase-based translation. In Proc. of HLT- NAACL 2003, pages 127-133. Philipp Koehn. 2004. Statistical Significance Tests for Machine Translation Evaluation....

Ngày tải lên: 19/02/2014, 19:20

... in Arabic- English statistical machine translation. Machine Trans- lation, Published Online. David Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In Proceedings ... 2011. Fuzzy syntactic reordering for phrase-based statistical machine translation. In Proceedings of the Sixth Work- shop on Statistical Machine Translation, pages 227– 236, Edinburgh, Scotland, ... Hermann Ney. 2006. Discriminative reordering models for statistical machine translation. In Proceedings on the Workshop on Statistical Machine Translation, pages 55–63, New York City, June. Asso- ciation...

Ngày tải lên: 19/02/2014, 19:20

... 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. In ... Rules for Improved Statistical Machine Translation. In Proc. Coling, pages 1119-1127. Chao Wang, Michael Collins, Philipp Koehn. 2007. Chi- nese syntactic reordering for statistical machine trans- lation. ... 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. Ph.D....

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... 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 182–189, ... 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, ... Schroeder. 2007. Experiments in domain adaptation for statistical machine transla- tion. In Proceedings of the Second Workshop on Sta- tistical Machine Translation, StatMT ’07, pages 224– 227, Stroudsburg,...

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... Speech Translation Evalua- tion. In Processings of the International Workshop on Spoken Language Translation 2005. Philipp Koehn, Franz J. Och, and Daniel Marcu. 2003. Statistical Phrase-based Translation. ... different collocation models for translation quality improvement. The results are shown in Table 4. From the results of Table 4, it can be seen that the systems using the improved bi-directional alignments ... of translation than the baseline system. If the same alignment method is used, the systems using CM-3 got the highest BLEU scores. And if the same colloca- tion model is used, the systems using...

Ngày tải lên: 20/02/2014, 04:20

... Disambiguation Improves Statistical Machine Translation. In: Proceedings of ACL, Prague. D. Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In: Proceedings ... Carpuat and D. Wu. 2007. Improving Statistical Machine Translation using Word Sense Disambig- uation. In: Proceedings of EMNLP, Prague. M. Carpuat. 2009. One Translation per Discourse. In: Proceedings ... SMT. In: Goutte et al (ed.), Learning Machine Translation. MIT Press. K. Gimpel and N. A. Smith. 2008. Rich Source-Side Context for Statistical Machine Translation. In: Proceedings of WMT,...

Ngày tải lên: 20/02/2014, 04:20

... 2009. Joshua: An open source toolkit for parsing-based machine translation. In Proceedings of the Fourth Workshop on Statistical Machine Translation, pages 135–139, Athens, Greece, March. Association ... Ashish Venugopal. 2006. Syn- tax augmented machine translation via chart pars- ing. In Proceedings of the NAACL-2006 Workshop on Statistical Machine Translation (WMT06), New York, New York. 864 0 ... gath- ered 20,580 n-gram translations for which we paid $0.01 USD per translation, giving us a total cost of $205.80 USD. We also gathered 1632 randomly chosen Urdu sentence translations as a control...

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Ngày tải lên: 20/02/2014, 04:20

... Oflazer. 2006. Initial explorations in English to Turkish statistical machine translation. In Proceedings of the Work- shop on Statistical Machine Translation, pages 7– 14, New York City, New York, ... Creutz, and M. Sade- niemi. 2007. Morphology-aware statistical machine translation based on morphs induced in an unsuper- vised manner. In Machine Translation Summit XI, pages 491–498, Copenhagen, ... which unexpectedly improves the translation per- formance as measured by BLEU. 1 Introduction In statistical machine translation (SMT), words are normally considered as the building blocks of translation models....

Ngày tải lên: 20/02/2014, 04:20

... corpus. References Chris Callison-Burch, Philipp Koehn, and Miles Os- borne. 2006. Improved statistical machine translation using paraphrases. In Proceedings of the main con- ference on Human Language Technology ... training phrase-based translation models, which can be used directly in translation tasks or combined with base- line models. Experimental results on Chinese- English machine translation tasks show ... -1.22 on TER when using the interpolated phrase table. We do observe MT08 drops on BLEU scores; however, the TER scores are consistently improved across all the test sets. When using baseline alignment...

Ngày tải lên: 20/02/2014, 04:20

... target h cette this t traduction translation ht cette traduction this translation mt traduction automatique machine translation a automatique automatic m automatique machine i est is s curieuse strange c ... among others, the following translations: h · mt · i · s this machine translation is strange h · c · t · i · a this curious translation is automatic ht · s · i · a this translation strange is automatic where ... 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...

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... 389–397, Columbus, Ohio, USA, June 2008. c 2008 Association for Computational Linguistics Name Translation in Statistical Machine Translation Learning When to Transliterate Ulf Hermjakob and Kevin Knight University ... translation accuracy than 3 out of 4 professional translators. The paper also includes a discussion of challenges in name translation evaluation. 1 Introduction State-of-the-art statistical machine ... the NEWA metric (section 2) to both our SMT translations as well as the four human ref- erence translations, using both the original named- entity translation annotation and the re-annotation: Gold...

Ngày tải lên: 20/02/2014, 09:20

... 2008. c 2008 Association for Computational Linguistics Segmentation for English-to-Arabic Statistical Machine Translation Ibrahim Badr Rabih Zbib Computer Science and Artificial Intelligence Lab Massachusetts ... Glass Abstract In this paper, we report on a set of ini- tial results for English-to-Arabic Statistical Machine Translation (SMT). We show that morphological decomposition of the Arabic source is beneficial, ... segmented Arabic, and compare their effect on translation. We also report on applying Factored Translation Models (Koehn and Hoang, 2007) for English-to-Arabic translation. 2 Previous Work The only previous...

Ngày tải lên: 20/02/2014, 09:20

... statistical machine translation. We also present and evalu- ate different methods for combining pre- processing schemes resulting in improved translation quality. 1 Introduction Statistical machine ... 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 Translation ... Consensus Translation from Multiple Machine Translation Systems Using Enhanced Hypotheses Alignment. In Proc. of EACL, Trento, Italy. S. Nießen and H. Ney. 2004. Statistical Machine Translation...

Ngày tải lên: 20/02/2014, 11:21

... features for statistical machine translation. In Proceedings of HLT- NAACL 2004. Och, F. J., Tillmann, C., and Ney, H. (1999). Improved align- ment models for statistical machine translation. ... statistical machine translation. In Proceed- ings of EMNLP 2002. Melamed, I. D. (2004). Statistical machine translation by pars- ing. In Proceedings of ACL 2004. Niessen, S. and Ney, H. (2004). Statistical ... machine translation with scarce resources using morpho-syntactic information. Computational Linguistics, 30(2):181–204. Och, F. J. (2003). Minimum error rate training in statistical machine translation. ...

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