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    EMNLP
    2010
    114views Natural Language Processing» more  EMNLP 2010»
    Discriminative Sample Selection for Statistical Machine Translation
    13 years 2 months ago
    Discriminative Sample Selection for Statistical Machine Translation
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    Production of parallel training corpora for the development of statistical machine translation (SMT) systems for resource-poor languages usually requires extensive manual effort. ...
    Sankaranarayanan Ananthakrishnan, Rohit Prasad, Da...
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    ACL
    2012
    211views Computational Linguistics» more  ACL 2012»
    Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT
    11 years 7 months ago
    Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT
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    With a few exceptions, discriminative training in statistical machine translation (SMT) has been content with tuning weights for large feature sets on small development data. Evid...
    Patrick Simianer, Stefan Riezler, Chris Dyer
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    COLING
    2000
    152views Computational Linguistics» more  COLING 2000»
    Structural Feature Selection For English-Korean Statistical Machine Translation
    13 years 6 months ago
    Structural Feature Selection For English-Korean Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    When aligning texts in very different languages such as Korean and English, structural features beyond word or phrase give useful intbrmation. In this paper, we present a method f...
    Seonho Kim, Juntae Yoon, Mansuk Song
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    ACL
    2008
    150views Computational Linguistics» more  ACL 2008»
    A Discriminative Latent Variable Model for Statistical Machine Translation
    13 years 6 months ago
    A Discriminative Latent Variable Model for Statistical Machine Translation
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    Large-scale discriminative machine translation promises to further the state-of-the-art, but has failed to deliver convincing gains over current heuristic frequency count systems....
    Phil Blunsom, Trevor Cohn, Miles Osborne
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    EMNLP
    2009
    143views Natural Language Processing» more  EMNLP 2009»
    Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
    13 years 2 months ago
    Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
    Download  aclweb.org
    In this work, we propose two extensions of standard word lexicons in statistical machine translation: A discriminative word lexicon that uses sentence-level source information to ...
    Arne Mauser, Sasa Hasan, Hermann Ney
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