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Phrase-Based Statistical Machine Translation

by Richard Zens, Franz Josef Och, Hermann Ney , 2002
"... This paper is based on the work carried out in the framework of the Verbmobil project, which is a limited-domain speech translation task (German-English). In the nal evaluation, the statistical approach was found to perform best among ve competing approaches. In this ..."
Abstract - Cited by 146 (21 self) - Add to MetaCart
This paper is based on the work carried out in the framework of the Verbmobil project, which is a limited-domain speech translation task (German-English). In the nal evaluation, the statistical approach was found to perform best among ve competing approaches. In this

phrase-based Statistical Machine Translation

by Yuxiang Jia, Danqing Zhu, Shiwen Yu
"... Machine transliteration is an important Natural Language Processing task. This paper ..."
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Machine transliteration is an important Natural Language Processing task. This paper

Supertagged Phrase-based Statistical Machine Translation

by Hany Hassan, Mary Hearne, Andy Way - In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL’07 , 2007
"... Phrase-based Statistical Machine Translation (PBSMT) systems represent the dominant approach in MT today. However, unlike systems in other paradigms, it has proven difficult to date to incorporate syntactic knowledge in order to improve translation quality. This paper improves on recent research whi ..."
Abstract - Cited by 50 (11 self) - Add to MetaCart
Phrase-based Statistical Machine Translation (PBSMT) systems represent the dominant approach in MT today. However, unlike systems in other paradigms, it has proven difficult to date to incorporate syntactic knowledge in order to improve translation quality. This paper improves on recent research

Exact Decoding for Phrase-Based Statistical Machine Translation

by W Aziz , M ; Dymetman , L ; Specia
"... Abstract The combinatorial space of translation derivations in phrase-based statistical machine translation is given by the intersection between a translation lattice and a target language model. We replace this intractable intersection by a tractable relaxation which incorporates a low-order upper ..."
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Abstract The combinatorial space of translation derivations in phrase-based statistical machine translation is given by the intersection between a translation lattice and a target language model. We replace this intractable intersection by a tractable relaxation which incorporates a low

Reordering constraints for phrase-based statistical machine translation

by Richard Zens, Hermann Ney, Taro Watanabe, Eiichiro Sumita - In Proceedings of CoLing 2004 , 2004
"... In statistical machine translation, the generation of a translation hypothesis is computationally expensive. If arbitrary reorderings are permitted, the search problem is NP-hard. On the other hand, if we restrict the possible reorderings in an appropriate way, we obtain a polynomial-time search alg ..."
Abstract - Cited by 20 (5 self) - Add to MetaCart
algorithm. We investigate different reordering constraints for phrase-based statistical machine translation, namely the IBM constraints and the ITG constraints. We present efficient dynamic programming algorithms for both constraints. We evaluate the constraints with respect to translation quality on two

Reordering Rules for Phrase-based Statistical Machine Translation

by Boxing Chen, Mauro Cettolo, Marcello Federico - In Proceedings of IWSLT , 2006
"... This paper proposes the use of rules automatically ex-tracted from word aligned training data to model word reordering phenomena in phrase-based statistical machine translation. Scores computed from matching rules are used as additional feature functions in the rescoring stage of the automatic trans ..."
Abstract - Cited by 4 (3 self) - Add to MetaCart
This paper proposes the use of rules automatically ex-tracted from word aligned training data to model word reordering phenomena in phrase-based statistical machine translation. Scores computed from matching rules are used as additional feature functions in the rescoring stage of the automatic

Improvements in Phrase-Based Statistical Machine Translation

by Richard Zens, Hermann Ney - In Proc. of the Human Language Technology Conf. (HLT-NAACL , 2004
"... In statistical machine translation, the currently best performing systems are based in some way on phrases or word groups. We describe the baseline phrase-based translation system and various refinements. We describe a highly efficient monotone search algorithm with a complexity linear in the ..."
Abstract - Cited by 87 (15 self) - Add to MetaCart
In statistical machine translation, the currently best performing systems are based in some way on phrases or word groups. We describe the baseline phrase-based translation system and various refinements. We describe a highly efficient monotone search algorithm with a complexity linear

Scaling phrase-based statistical machine translation to larger corpora and longer phrases

by Chris Callison-burch, Colin Bannard - In Proceedings of ACL , 2005
"... In this paper we describe a novel data structure for phrase-based statistical machine translation which allows for the retrieval of arbitrarily long phrases while simultaneously using less memory than is required by current decoder implementations. We detail the computational complexity and average ..."
Abstract - Cited by 44 (7 self) - Add to MetaCart
In this paper we describe a novel data structure for phrase-based statistical machine translation which allows for the retrieval of arbitrarily long phrases while simultaneously using less memory than is required by current decoder implementations. We detail the computational complexity and average

Incremental Decoding for Phrase-based Statistical Machine Translation

by Baskaran Sankaran, Ajeet Grewal, Anoop Sarkar
"... In this paper we focus on the incremental decoding for a statistical phrase-based machine translation system. In incremental decoding, translations are generated incrementally for every word typed by a user, instead of waiting for the entire sentence as input. We introduce a novel modification to th ..."
Abstract - Cited by 5 (1 self) - Add to MetaCart
In this paper we focus on the incremental decoding for a statistical phrase-based machine translation system. In incremental decoding, translations are generated incrementally for every word typed by a user, instead of waiting for the entire sentence as input. We introduce a novel modification

phrase-based Statistical Machine Translation system

by Roldano Cattoni, Nicola Bertoldi, Mauro Cettolo, Boxing Chen, Marcello Federico
"... In this demonstration we present our multi-lingual ..."
Abstract - Cited by 17 (0 self) - Add to MetaCart
In this demonstration we present our multi-lingual
Results 1 - 10 of 3,587