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    » A Syntax-based Statistical Translation Model
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    ACL
    2012
    244views Computational Linguistics» more  ACL 2012»
    A Ranking-based Approach to Word Reordering for Statistical Machine Translation
    11 years 9 months ago
    A Ranking-based Approach to Word Reordering for Statistical Machine Translation
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    Long distance word reordering is a major challenge in statistical machine translation research. Previous work has shown using source syntactic trees is an effective way to tackle ...
    Nan Yang, Mu Li, Dongdong Zhang, Nenghai Yu
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    ACL
    2012
    239views Computational Linguistics» more  ACL 2012»
    Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation
    11 years 9 months ago
    Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation
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    We describe Akamon, an open source toolkit for tree and forest-based statistical machine translation (Liu et al., 2006; Mi et al., 2008; Mi and Huang, 2008). Akamon implements all...
    Xianchao Wu, Takuya Matsuzaki, Jun-ichi Tsujii
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    ACL
    2012
    180views Computational Linguistics» more  ACL 2012»
    Improving the IBM Alignment Models Using Variational Bayes
    11 years 9 months ago
    Improving the IBM Alignment Models Using Variational Bayes
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    Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
    Darcey Riley, Daniel Gildea
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    PRIS
    2008
    127views Pattern Recognition» more  PRIS 2008»
    Using a Bilingual Context in Word-Based Statistical Machine Translation
    13 years 8 months ago
    Using a Bilingual Context in Word-Based Statistical Machine Translation
    Download  www-i6.informatik.rwth-aachen.de
    Abstract. In statistical machine translation, phrase-based translation (PBT) models lead to a significantly better translation quality over single-word-based (SWB) models. PBT mode...
    Christoph Schmidt, David Vilar, Hermann Ney
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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 5 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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