syntax based statistical machine translation

Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt

Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt

Ngày tải lên : 07/03/2014, 22:20
... familiar with the basics of phrase -based statistical machine transla- tion (Koehn et al., 2003) and factored statistical machine translation (Koehn and Hoang, 2007). 2 Syntax- to-Morphology Mapping In ... 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 ... toolkit for statistical machine transla- tion. In Proceedings of the 45th ACL–demonstration session, pages 177–180. Philipp Koehn. 2005. Europarl: A parallel corpus for statistical machine translation. ...
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Tài liệu Báo cáo khoa học: "Modified Distortion Matrices for Phrase-Based Statistical Machine Translation" doc

Tài liệu Báo cáo khoa học: "Modified Distortion Matrices for Phrase-Based Statistical Machine Translation" doc

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 ... Rambow. 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, ... 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. ...
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Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx

Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx

Ngày tải lên : 20/02/2014, 07:20
... 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 ... 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 ... 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...
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Báo cáo khoa học: "Partial Matching Strategy for Phrase-based Statistical Machine Translation" pptx

Báo cáo khoa học: "Partial Matching Strategy for Phrase-based Statistical Machine Translation" pptx

Ngày tải lên : 08/03/2014, 01:20
... as a translation option. However, if α ≤ SIM (  f,  f ′ ) < 1.0, we construct translations for  f according to Sec- tion 2.2. Then the newly constructed translations are stored as translation ... 2008. c 2008 Association for Computational 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 ... system Moses and achieve statistically significant improvements on both small and large corpora. 1 Introduction Currently, most of the phrase -based statistical ma- chine translation (PBSMT) models...
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Báo cáo khoa học: "Pivot Language Approach for Phrase-Based Statistical Machine Translation" pot

Báo cáo khoa học: "Pivot Language Approach for Phrase-Based Statistical Machine Translation" pot

Ngày tải lên : 08/03/2014, 02:21
... Decoder 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 ... bilingual corpora. 1 Introduction For statistical machine translation (SMT), phrase- based methods (Koehn et al., 2003; Och and Ney, 2004) and syntax- based methods (Wu, 1997; Al- shawi et al. ... 2006. A Syntac- tic Skeleton for Statistical Machine Translation. In Proc. of EAMT-2006, pages 195-202. Sonja Niessen and Hermann Ney. 2004. Statistical Machine Translation with Scarce Resources...
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Báo cáo khoa học: "An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation" ppt

Báo cáo khoa học: "An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation" ppt

Ngày tải lên : 16/03/2014, 20:20
... none Table 1: A classification of syntax- based SMT systems. Tree/forest -based and string -based systems are split by a line. All the systems listed here are linguistically syntax- based except the last two ... 2005. A 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 ... (Galley et al., 2004) and HPSG trees/forests (Wu et al., 2010). 1 Introduction Syntax- based statistical machine translation (SMT) systems have achieved promising improvements in recent years....
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Báo cáo khoa học: "Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases" pptx

Báo cáo khoa học: "Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases" pptx

Ngày tải lên : 17/03/2014, 05:20
... phrases? Statistical machine translation made considerable advances in translation quality with the introduction of phrase -based translation. By increasing the size of the basic unit of translation, phrase -based ... corpora for the annual NIST machine translation evaluation exercises. The size of the NIST training data presents a prob- lem for phrase -based statistical machine translation. Decoders such as ... translation, phrase -based ma- chine translation does away with many of the prob- lems associated with the original word -based for- mulation of statistical machine translation (Brown et al., 1993),...
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Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc

Tài liệu Báo cáo khoa học: "A Ranking-based Approach to Word Reordering for Statistical Machine Translation" doc

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. ... to Syntax- based 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. ... 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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Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx

Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx

Ngày tải lên : 20/02/2014, 18:20
... Finally, 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: ... ter reviewing the statistical approach to machine translation, we first describe the statistical know- ledge sources used during the search process. We then present our DP based search algorithm ... I I o,o.o.,o°., ] Figure 1: Architecture of the translation approach based on Bayes' decision rule. The task of statistical machine translation can be subdivided into two fields: 1....
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Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot

Báo cáo khoa học: "Cohesive Phrase-based Decoding for Statistical Machine Translation" pot

Ngày tải lên : 08/03/2014, 01:20
... Linguistics Cohesive Phrase -based Decoding for Statistical Machine Translation Colin Cherry ∗ Microsoft Research One Microsoft Way Redmond, WA, 98052 colinc@microsoft.com Abstract Phrase -based decoding produces ... cohesive, phrase -based decoder is shown to produce translations that are preferred over non-cohesive output in both automatic and human evaluations. 1 Introduction Statistical machine translation ... movement to assist a non-syntactic translation method: phrase -based SMT. Phrase -based decoding (Koehn et al., 2003) is a dominant formalism in statistical machine transla- tion. Contiguous segments...
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Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx

Báo cáo khoa học: "Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation" docx

Ngày tải lên : 08/03/2014, 02:21
... 2006. c 2006 Association for Computational Linguistics Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation Deyi Xiong Institute of Computing Technology Chinese Academy ... system and the MaxEnt -based reordering model with the associ- ated algorithm. We also present experiments that indicate that the MaxEnt -based reordering model improves translation significantly ... state-of-the-art distortion -based system (Koehn, 2004). 2 System Overview 2.1 Model Under the BTG scheme, translation is more like monolingual parsing through derivations. Throughout the translation procedure,...
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Báo cáo khoa học: "A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation" pptx

Báo cáo khoa học: "A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation" pptx

Ngày tải lên : 17/03/2014, 01:20
... Source Toolkit for Statistical Machine Translation. ACL-07. 77-180. Yang Liu, Qun Liu and Shouxun Lin. 2006. Tree-to- String Alignment Template for Statistical Machine Translation. ACL-06, ... 2007. Forest-to-String Statistical Translation Rules. ACL-07. 704-711. Daniel Marcu and William Wong. 2002. A phrase- based, joint probability model for statistical machine translation. EMNLP-02, ... SPMT: statistical machine translation with syn- tactified target language phrases. EMNLP-06. 44-52. Franz J. Och and Hermann Ney. 2004. The alignment template approach to statistical machine translation. ...
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