english to bangla phrasebased statistical machine translation

... 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 work on English- to- Arabic ... techniques. We also report on the use of Factored Translation Models for English- to- Arabic translation. 1 Introduction Arabic has a complex morphology compared to English. Words are inflected for gender, ... incorrectly segmented to qrDAn +P:1S which makes its re- combination without the table difficult. 3.3 Factored Models For the Factored Translation Models experiment, the factors on the English side are...

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Ngày tải lên: 07/03/2014, 22:20

... 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. ... for German -English, Chinese -English, English- Hindi and English- Japanese respectively. Xu et al. (2009) designed a clever precedence reordering rule set for translation from English to several ... 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. ...

Ngày tải lên: 19/02/2014, 19:20

... USA me@hal3.name Abstract We present a method to transliterate names in the framework of end -to- end statistical machine translation. The system is trained to learn when to transliterate. For Arabic to English MT, we developed ... apply it to any base SMT system, and to human translationsas well. Our goal in augment- ing abaseSMT systemis toincreasethis percentage. A secondary goal is to make sure that our overall translation ... an Arabic word to be translit- erated is mapped to its skeleton, e.g. rmnnf This skeleton serves as a key for the previously built reverse index, which then yields the list of English candidates...

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... pairs according to the prede- fined topic-specific translation model and the topic posterior distribution of phrases. Formally, we incorporate monolingual topic in- formation into translation probability ... 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 Translation ... Adaptation for Statisti- cal Machine Translation. Machine Translation, pages 77-94. Hua Wu, Haifeng Wang and Chengqing Zong. 2008. Do- main Adaptation for Statistical Machine Translation with Domain...

Ngày tải lên: 19/02/2014, 19:20

... reordering in Arabic- English statistical machine translation. Machine Trans- lation, Published Online. David Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In ... reorder- ing. Machine Translation, 24(1):15–26. Arianna Bisazza and Marcello Federico. 2010. Chunk- based verb reordering in VSO sentences for Arabic- English statistical machine translation. ... 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,...

Ngày tải lên: 19/02/2014, 19:20

... april. Nicola Bertoldi and Marcello Federico. 2009. Do- main adaptation for statistical machine translation with monolingual resources. In Proceedings of the Fourth Workshop on Statistical Machine Translation, ... 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, ... feature of the fac- tored translation model framework in Moses SMT system (Koehn and Schroeder, 2007) to use multiple alternative decoding paths. Two decoding paths, one for each translation table...

Ngày tải lên: 19/02/2014, 19:20

... train a Chinese -to -English SMT system, we need to perform both Chinese -to -English and English- to- Chinese word alignment. We only evaluate the English- to- Chinese word alignment here. GIZA++ with ... corpus to train the Chinese -to- English SMT systems. Moses (Koehn et al., 2007) is used as the baseline phrase-based SMT system. We use SRI language modeling toolkit (Stolcke, 2002) to train ... model in addition to the word translation model and position distribution model. And these three models are similar, ex- cept for the word distortion models. One -to- one and many -to- one alignments...

Ngày tải lên: 20/02/2014, 04:20

... as feature functions in the translation model. 5.1 Data We evaluated with different language pairs: Chi- nese -to -English, and German -to -English. For Chinese -to -English tasks, we carried out ... Disambiguation Improves Statistical Machine Translation. In: Proceedings of ACL, Prague. D. Chiang. 2005. A hierarchical phrase-based model for statistical machine translation. In: Proceedings ... applications, such as statistical machine translation (SMT)? In this paper, we try to answer these questions, focusing on sense similarity applied to the SMT task. For this task, translation rules...

Ngày tải lên: 20/02/2014, 04:20

... Wren Thornton, Jonathan Weese, and Omar Zaidan. 2009. Joshua: An open source toolkit for parsing-based machine translation. In Proceedings of the Fourth Workshop on Statistical Machine Translation, ... Discussion 5.1 General Setup We set out to see whether we could use the HNG method to achieve translation quality improve- ments by gathering additional translations to add to the training data of the entire ... we de- velop in Section 4 will be designed to avoid this word alignment danger. 3.3 Automatic Stopping The problem of automatically detecting when to stop AL is a substantial one, discussed at...

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Ngày tải lên: 20/02/2014, 04:20

... Kemal 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 ... Morphology-aware statistical machine translation based on morphs induced in an unsuper- vised manner. In Machine Translation Summit XI, pages 491–498, Copenhagen, Denmark. D. Wu. 1997. Stochastic inversion ... morphologically-rich Turkish to English does not exhibit the expected im- provement in translation BLEU scores and confirms the robustness of phrase-based SMT to translation unit combinatorics. A positive...

Ngày tải lên: 20/02/2014, 04:20

... on Chinese- English machine translation tasks show an av- erage improvement of 0.45 BLEU and 1.22 TER points across 5 different NIST test sets. 1 Introduction Statistical machine translation ... Chinese -English machine translation tasks and the performance is comparable to system trained with larger manually collected parallel corpus. While our experiments were performed on Chinese -English, ... 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 Com- putational...

Ngày tải lên: 20/02/2014, 04:20