pseudoword for phrasebased machine translation

... 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. ... the out-of-domain translation mod- el for domain-specific translation task. In detail, we build an adapted translation model in the following steps: • Build a topic-specific translation model to quantify ... 2012. c 2012 Association for Computational Linguistics Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information ∗ Jinsong Su 1,2 , Hua Wu 3 , Haifeng Wang 3 ,...

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. ... 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. ... 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. Thesis. Karthik...

Ngày tải lên: 19/02/2014, 19:20

... Phrase Selection for 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: ... Disambiguation Improves Statistical Machine Translation. In: Proceedings of ACL, Prague. D. Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In: Proceedings of ... Association for Computational Linguistics, pages 834–843, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics Bilingual Sense Similarity for Statistical Machine Translation...

Ngày tải lên: 20/02/2014, 04:20

... source toolkit for parsing-based machine translation. In Proceedings of the Fourth Workshop on Statistical Machine Translation, pages 135–139, Athens, Greece, March. Association for Computational ... our “before” system already got the translation correct without the need for the additional phrase translation. This is because though the “before” system had never seen the Urdu expression for ... unlabeled pool of foreign text, if available. Our motivations for soliciting translations for only parts of sentences are twofold, corresponding to two possible cases. Case one is that a translation model...

Ngày tải lên: 20/02/2014, 04:20

... 2008. Optimizing Chinese word segmen- tation for machine translation performance. In Pro- ceedings of the Third Workshop on Statistical Ma- chine Translation, pages 224–232, Columbus, Ohio. David ... was used for translation evaluation. Figure 1 compares the translation performance obtained using the described segmentation meth- ods. All segmentation methods generally im- prove the translation ... 31–36, Uppsala, Sweden, 13 July 2010. c 2010 Association for Computational Linguistics Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation Cos¸kun Mermer 1,3 and Ahmet Afs¸ın...

Ngày tải lên: 20/02/2014, 04:20

... estimation for machine translation. In The JHU Workshop Final Report, Balti- more, Maryland, USA, April. David Chiang, Kevin Knight, and Wei Wang. 2009. 11,001 new features for statistical machine translation. ... HMM alignment for machine translation. In Presentation given at DARPA/TIDES NIST MT Evaluation workshop. Nizar Habash and Jun Hu. 2009. Improving arabic-chinese statistical machine translation ... Statisti- cal Machine Translation, pages 173–181, Morristown, NJ, USA. Association for Computational Linguistics. Almut Silja Hildebrand and Stephan Vogel. 2008. Combi- nation of machine translation...

Ngày tải lên: 20/02/2014, 04:20

... Association for Computational Linguistics. Philipp Koehn et al. 2007. Moses: Open source toolkit for statistical machine translation. In Proceedings of the 45th Annual Meeting of the Association for ... Association for Computational Linguistics:shortpapers, pages 294–298, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics Corpus Expansion for Statistical Machine Translation ... William Dolan. 2004. Monolingual machine translation for paraphrase gen- eration. In Proceedings of EMNLP 2004, pages 142– 149, Barcelona, Spain, July. Association for Computa- tional Linguistics. 298 ...

Ngày tải lên: 20/02/2014, 04:20

... 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 ... 2006. c 2006 Association for Computational Linguistics Combination of Arabic Preprocessing Schemes for Statistical Machine Translation Fatiha Sadat Institute for Information Technology National ... Spain. Y. Lee. 2004. Morphological Analysis for Statistical Machine Translation. In Proc. of NAACL, Boston, MA. Y. Lee. 2005. IBM Statistical Machine Translation for Spoken Languages. In Proc. of International...

Ngày tải lên: 20/02/2014, 11:21

... rules. 5 Open-Source Machine Translation Despite the recognized need for translation, there is no widely used open-source machine translation system. One of the major reasons for this lack of success ... rational MT. Enriching deep grammars with a semantic interface for scalable machine translation. In Proceedings of the 10th Machine Translation Summit (pp. 165 – 172). Phuket, Thailand. Nordg˚ard, ... Towards MRS-based Norwegian – English Machine Translation. In Proceedings of the 10th International Conference on Theoretical and Methodolog- ical Issues in Machine Translation. Baltimore, MD. Oepen,...

Ngày tải lên: 20/02/2014, 12:20

... of 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. ... reference translation was between 10 and 20 words in length. 1 For each of these 100 translations, we presented the two anno- tators with three translations: the reference (human) translation, ... system produces a better translation for than the baseline If baseline produces a better translation for than the reordered system. If the two systems produce equal quality translations on We assume...

Ngày tải lên: 20/02/2014, 15:20

... Arabic-English translation task. 1 Introduction In this paper, we present a block-based model for statis- tical machine translation. A block is a pair of phrases which are translations of each other. For ... decoding does not change performance: the list just restricts the possible target translations for a source phrase. Under this model, the log-probability of a possible translation of a source sentence ... pages 557–564, Ann Arbor, June 2005. c 2005 Association for Computational Linguistics A Localized Prediction Model for Statistical Machine Translation Christoph Tillmann and Tong Zhang IBM T.J....

Ngày tải lên: 20/02/2014, 15:20

... approach is outlined in Section 3. 2 Statistical Machine Translation The goal of the translation process in statisti- cal machine translation can be formulated as fol- lows: A source language string is ... fact that the algorithm for computing the -best lists is sub- optimal. Table 8: Preliminary translation results for the Verbmobil Test-147 for different contextual infor- mation and different ... improvement in translation quality. We be- lieve that by performing a rescoring on translation word graphs we will obtain a more significant im- provement in translation quality. For the future...

Ngày tải lên: 20/02/2014, 18:20

... experimental results for a bilingual cor- pus are reported. 1.1 Statistical Machine Translation In statistical machine translation, the goal of the search strategy can be formulated as follows: ... easy-to-use measure of the translation performance, the Levenshtein distance between the produced translations and the sample translations was calculated. The translation results are summarized ... of the translation performance. When different judgements existed for one sentence, the majority vote was accepted. For the calculation of the subjective sentence error rate (SSER), translations...

Ngày tải lên: 20/02/2014, 18:20

... 2009. c 2009 Association for Computational Linguistics Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation Yanjun Ma Andy Way National Centre for Language Technology School ... LDC seg- menter 2 and Stanford segmenter version 2006-05- 11 3 . Both ICTCLAS and Stanford segmenters utilise machine learning techniques, with Hidden Markov Models for ICT (Zhang et al., 2003) ... to be large. We can also observe that the ICT and Stanford segmenter consistently outperform the LDC segmenter. Even using 3M sentence pairs for training, the differ- ences between them are still...

Ngày tải lên: 22/02/2014, 02:20

... for Statistical Machine Translation. In Proceedings of the Association for Computational Linguistics, pages 521-528. Yang Ye, Ming Zhou, and Chin-Yew Lin. 2007. Sen- tence Level Machine Translation ... end for 12: end for 13: for each hypothesis           do 14: compute HM decoding features for  15: add  to     16: end for 17: for ... large-scale Chinese-to-English translation tasks. 1 Introduction Besides tremendous efforts on constructing more complicated and accurate models for statistical machine translation (SMT) (Och and...

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