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    EMNLP
    2009
    133views Natural Language Processing» more  EMNLP 2009»
    Unsupervised Tokenization for Machine Translation
    13 years 6 months ago
    Unsupervised Tokenization for Machine Translation
    Download  www.cs.rochester.edu
    Training a statistical machine translation starts with tokenizing a parallel corpus. Some languages such as Chinese do not incorporate spacing in their writing system, which creat...
    Tagyoung Chung, Daniel Gildea
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    EMNLP
    2009
    99views Natural Language Processing» more  EMNLP 2009»
    A Syntactified Direct Translation Model with Linear-time Decoding
    13 years 6 months ago
    A Syntactified Direct Translation Model with Linear-time Decoding
    Download  aclweb.org
    Recent syntactic extensions of statistical translation models work with a synchronous context-free or tree-substitution grammar extracted from an automatically parsed parallel cor...
    Hany Hassan, Khalil Sima'an, Andy Way
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    ACL
    2012
    182views Computational Linguistics» more  ACL 2012»
    Prediction of Learning Curves in Machine Translation
    11 years 11 months ago
    Prediction of Learning Curves in Machine Translation
    Download  www.aclweb.org
    Parallel data in the domain of interest is the key resource when training a statistical machine translation (SMT) system for a specific purpose. Since ad-hoc manual translation c...
    Prasanth Kolachina, Nicola Cancedda, Marc Dymetman...
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    COLING
    2010
    110views Computational Linguistics» more  COLING 2010»
    Learning Phrase Boundaries for Hierarchical Phrase-based Translation
    13 years 3 months ago
    Learning Phrase Boundaries for Hierarchical Phrase-based Translation
    Download  www.aclweb.org
    Hierarchical phrase-based models provide a powerful mechanism to capture non-local phrase reorderings for statistical machine translation (SMT). However, many phrase reorderings a...
    Zhongjun He, Yao Meng, Hao Yu
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    ACL
    2012
    215views Computational Linguistics» more  ACL 2012»
    NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation
    11 years 11 months ago
    NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation
    Download  www.nlplab.com
    We present a new open source toolkit for phrase-based and syntax-based machine translation. The toolkit supports several state-of-the-art models developed in statistical machine t...
    Tong Xiao, Jingbo Zhu, Hao Zhang, Qiang Li
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