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    ACL
    2012
    261views Computational Linguistics» more  ACL 2012»
    A Topic Similarity Model for Hierarchical Phrase-based Translation
    11 years 10 months ago
    A Topic Similarity Model for Hierarchical Phrase-based Translation
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    Previous work using topic model for statistical machine translation (SMT) explore topic information at the word level. However, SMT has been advanced from word-based paradigm to p...
    Xinyan Xiao, Deyi Xiong, Min Zhang, Qun Liu, Shoux...
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    COLING
    2010
    144views Computational Linguistics» more  COLING 2010»
    Feature-Rich Discriminative Phrase Rescoring for SMT
    13 years 2 months ago
    Feature-Rich Discriminative Phrase Rescoring for SMT
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    This paper proposes a new approach to phrase rescoring for statistical machine translation (SMT). A set of novel features capturing the translingual equivalence between a source a...
    Fei Huang, Bing Xiang
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    ACL
    2010
    160views Computational Linguistics» more  ACL 2010»
    Training Phrase Translation Models with Leaving-One-Out
    13 years 5 months ago
    Training Phrase Translation Models with Leaving-One-Out
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    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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    EMNLP
    2009
    123views Natural Language Processing» more  EMNLP 2009»
    A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
    13 years 5 months ago
    A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
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    Tree based translation models are a compelling means of integrating linguistic information into machine translation. Syntax can inform lexical selection and reordering choices and...
    Trevor Cohn, Phil Blunsom
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    MT
    2002
    297views more  MT 2002»
    MARS: A Statistical Semantic Parsing and Generation-Based Multilingual Automatic tRanslation System
    13 years 7 months ago
    MARS: A Statistical Semantic Parsing and Generation-Based Multilingual Automatic tRanslation System
    Download  www.ohio.edu
    We present MARS (Multilingual Automatic tRanslation System), a research prototype speech-to-speech translation system. MARS is aimed at two-way conversational spoken language trans...
    Yuqing Gao, Bowen Zhou, Zijian Diao, Jeffrey S. So...
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