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    JMLR
    2012
    255views Programming Languages» more  JMLR 2012»
    Learning Low-order Models for Enforcing High-order Statistics
    11 years 10 months ago
    Learning Low-order Models for Enforcing High-order Statistics
    Download  jmlr.csail.mit.edu
    Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
    Patrick Pletscher, Pushmeet Kohli
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    IAJIT
    2011
    268views Distributed And Parallel Com...» more  IAJIT 2011»
    Improving the accuracy of English-Arabic statistical sentence alignment
    13 years 2 months ago
    Improving the accuracy of English-Arabic statistical sentence alignment
    Download  www.ccis2k.org
    : Multilingual natural language processing systems are increasingly relying on parallel corpus to ameliorate their output. Parallel corpora constitute the basic block for training ...
    Mohammad Salameh, Rached Zantout, Nashat Mansour
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    ACL
    2009
    154views Computational Linguistics» more  ACL 2009»
    Forest-based Tree Sequence to String Translation Model
    13 years 5 months ago
    Forest-based Tree Sequence to String Translation Model
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    This paper proposes a forest-based tree sequence to string translation model for syntaxbased statistical machine translation, which automatically learns tree sequence to string tr...
    Hui Zhang, Min Zhang, Haizhou Li, AiTi Aw, Chew Li...
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    ACL
    2010
    127views Computational Linguistics» more  ACL 2010»
    Intelligent Selection of Language Model Training Data
    13 years 5 months ago
    Intelligent Selection of Language Model Training Data
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    We address the problem of selecting nondomain-specific language model training data to build auxiliary language models for use in tasks such as machine translation. Our approach i...
    Robert C. Moore, William Lewis
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    ACL
    2009
    139views Computational Linguistics» more  ACL 2009»
    Toward Smaller, Faster, and Better Hierarchical Phrase-based SMT
    13 years 5 months ago
    Toward Smaller, Faster, and Better Hierarchical Phrase-based SMT
    Download  www.aclweb.org
    We investigate the use of Fisher's exact significance test for pruning the translation table of a hierarchical phrase-based statistical machine translation system. In additio...
    Mei Yang, Jing Zheng
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