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    » Training Phrase Translation Models with Leaving-One-Out
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    ACL
    2010
    160views Computational Linguistics» more  ACL 2010»
    Training Phrase Translation Models with Leaving-One-Out
    13 years 2 months ago
    Training Phrase Translation Models with Leaving-One-Out
    Download  aclweb.org
    Several attempts have been made to learn phrase translation probabilities for phrasebased statistical machine translation that go beyond pure counting of phrases in word-aligned t...
    Joern Wuebker, Arne Mauser, Hermann Ney
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    ACL
    2008
    138views Computational Linguistics» more  ACL 2008»
    Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair?
    13 years 6 months ago
    Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair?
    Download  www.aclweb.org
    In this work, the problem of extracting phrase translation is formulated as an information retrieval process implemented with a log-linear model aiming for a balanced precision an...
    Yonggang Deng, Jia Xu, Yuqing Gao
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    EMNLP
    2009
    177views Natural Language Processing» more  EMNLP 2009»
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    13 years 2 months ago
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    Download  www.aclweb.org
    We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...
    Matti Kääriäinen
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    ACL
    2009
    199views Computational Linguistics» more  ACL 2009»
    A Syntax-Driven Bracketing Model for Phrase-Based Translation
    13 years 2 months ago
    A Syntax-Driven Bracketing Model for Phrase-Based Translation
    Download  www1.i2r.a-star.edu.sg
    Syntactic analysis influences the way in which the source sentence is translated. Previous efforts add syntactic constraints to phrase-based translation by directly rewarding/puni...
    Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
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    EMNLP
    2008
    117views Natural Language Processing» more  EMNLP 2008»
    Sampling Alignment Structure under a Bayesian Translation Model
    13 years 6 months ago
    Sampling Alignment Structure under a Bayesian Translation Model
    Download  www.cs.berkeley.edu
    We describe the first tractable Gibbs sampling procedure for estimating phrase pair frequencies under a probabilistic model of phrase alignment. We propose and evaluate two nonpar...
    John DeNero, Alexandre Bouchard-Côté,...
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