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    NAACL
    2007
    125views Computational Linguistics» more  NAACL 2007»
    Are Very Large N-Best Lists Useful for SMT?
    13 years 6 months ago
    Are Very Large N-Best Lists Useful for SMT?
    Download  www.mt-archive.info
    This paper describes an efficient method to extract large n-best lists from a word graph produced by a statistical machine translation system. The extraction is based on the k sh...
    Sasa Hasan, Richard Zens, Hermann Ney
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    NAACL
    2007
    148views Computational Linguistics» more  NAACL 2007»
    Analysis and System Combination of Phrase- and N-Gram-Based Statistical Machine Translation Systems
    13 years 6 months ago
    Analysis and System Combination of Phrase- and N-Gram-Based Statistical Machine Translation Systems
    Download  www.mt-archive.info
    In the framework of the Tc-Star project, we analyze and propose a combination of two Statistical Machine Translation systems: a phrase-based and an N-gram-based one. The exhaustiv...
    Marta R. Costa-Jussà, Josep Maria Crego, Da...
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    NAACL
    2007
    154views Computational Linguistics» more  NAACL 2007»
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    13 years 6 months ago
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    We describe a new pruning approach to remove phrase pairs from translation models of statistical machine translation systems. The approach applies the original translation system ...
    Matthias Eck, Stephan Vogel, Alex Waibel
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    NAACL
    2007
    155views Computational Linguistics» more  NAACL 2007»
    Joint Morphological-Lexical Language Modeling for Machine Translation
    13 years 6 months ago
    Joint Morphological-Lexical Language Modeling for Machine Translation
    Download  acl.ldc.upenn.edu
    We present a joint morphological-lexical language model (JMLLM) for use in statistical machine translation (SMT) of language pairs where one or both of the languages are morpholog...
    Ruhi Sarikaya, Yonggang Deng
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    LREC
    2008
    155views Education» more  LREC 2008»
    Using Reordering in Statistical Machine Translation based on Alignment Block Classification
    13 years 6 months ago
    Using Reordering in Statistical Machine Translation based on Alignment Block Classification
    Download  gps-tsc.upc.es
    Statistical Machine Translation (SMT) is based on alignment models which learn from bilingual corpora the word correspondences between source and target language. These models are...
    Marta R. Costa-Jussà, José A. R. Fon...
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    EMNLP
    2008
    108views Natural Language Processing» more  EMNLP 2008»
    Triplet Lexicon Models for Statistical Machine Translation
    13 years 6 months ago
    Triplet Lexicon Models for Statistical Machine Translation
    Download  aclweb.org
    This paper describes a lexical trigger model for statistical machine translation. We present various methods using triplets incorporating long-distance dependencies that can go be...
    Sasa Hasan, Juri Ganitkevitch, Hermann Ney, Jes&ua...
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    EMNLP
    2008
    138views Natural Language Processing» more  EMNLP 2008»
    Language and Translation Model Adaptation using Comparable Corpora
    13 years 6 months ago
    Language and Translation Model Adaptation using Comparable Corpora
    Download  www.cs.umd.edu
    Traditionally, statistical machine translation systems have relied on parallel bi-lingual data to train a translation model. While bi-lingual parallel data are expensive to genera...
    Matthew G. Snover, Bonnie J. Dorr, Richard M. Schw...
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    EMNLP
    2008
    118views Natural Language Processing» more  EMNLP 2008»
    Online Large-Margin Training of Syntactic and Structural Translation Features
    13 years 6 months ago
    Online Large-Margin Training of Syntactic and Structural Translation Features
    Download  www.isi.edu
    Minimum-error-rate training (MERT) is a bottleneck for current development in statistical machine translation because it is limited in the number of weights it can reliably optimi...
    David Chiang, Yuval Marton, Philip Resnik
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    LREC
    2010
    119views Education» more  LREC 2010»
    Towards Improving English-Latvian Translation: A System Comparison and a New Rescoring Feature
    13 years 6 months ago
    Towards Improving English-Latvian Translation: A System Comparison and a New Rescoring Feature
    Download  staff.science.uva.nl
    This paper presents a comparative study of two alternative approaches to statistical machine translation (SMT) and their application to a task of English-to-Latvian translation. F...
    Maxim Khalilov, José A. R. Fonollosa, Ingun...
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    EMNLP
    2007
    116views Natural Language Processing» more  EMNLP 2007»
    Online Large-Margin Training for Statistical Machine Translation
    13 years 6 months ago
    Online Large-Margin Training for Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    We achieved a state of the art performance in statistical machine translation by using a large number of features with an online large-margin training algorithm. The millions of p...
    Taro Watanabe, Jun Suzuki, Hajime Tsukada, Hideki ...
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