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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
    13 years 10 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
    13 years 10 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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    ACL
    2009
    134views Computational Linguistics» more  ACL 2009»
    Quadratic-Time Dependency Parsing for Machine Translation
    13 years 6 months ago
    Quadratic-Time Dependency Parsing for Machine Translation
    Download  nlp.stanford.edu
    Efficiency is a prime concern in syntactic MT decoding, yet significant developments in statistical parsing with respect to asymptotic efficiency haven't yet been explored in...
    Michel Galley, Christopher D. Manning
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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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    EMNLP
    2007
    158views Natural Language Processing» more  EMNLP 2007»
    Large Language Models in Machine Translation
    13 years 10 months ago
    Large Language Models in Machine Translation
    Download  acl.ldc.upenn.edu
    This paper reports on the benefits of largescale statistical language modeling in machine translation. A distributed infrastructure is proposed which we use to train on up to 2 t...
    Thorsten Brants, Ashok C. Popat, Peng Xu, Franz Jo...
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