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    ACL
    2008
    128views Computational Linguistics» more  ACL 2008»
    A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model
    14 years 11 months ago
    A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model
    Download  libinshen.net
    In this paper, we propose a novel string-todependency algorithm for statistical machine translation. With this new framework, we employ a target dependency language model during d...
    Libin Shen, Jinxi Xu, Ralph M. Weischedel
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    ACL
    2008
    168views Computational Linguistics» more  ACL 2008»
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    14 years 11 months ago
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    Download  www.aclweb.org
    In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
    Jakob Uszkoreit, Thorsten Brants
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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
    14 years 7 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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    EMNLP
    2009
    119views Natural Language Processing» more  EMNLP 2009»
    Effective Use of Linguistic and Contextual Information for Statistical Machine Translation
    14 years 7 months ago
    Effective Use of Linguistic and Contextual Information for Statistical Machine Translation
    Download  www.aclweb.org
    Current methods of using lexical features in machine translation have difficulty in scaling up to realistic MT tasks due to a prohibitively large number of parameters involved. In...
    Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas...
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    COLING
    2008
    163views Computational Linguistics» more  COLING 2008»
    A Systematic Comparison of Phrase-Based, Hierarchical and Syntax-Augmented Statistical MT
    14 years 11 months ago
    A Systematic Comparison of Phrase-Based, Hierarchical and Syntax-Augmented Statistical MT
    Download  static.googleusercontent.com
    Probabilistic synchronous context-free grammar (PSCFG) translation models define weighted transduction rules that represent translation and reordering operations via nonterminal s...
    Andreas Zollmann, Ashish Venugopal, Franz Josef Oc...
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