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    ACL
    2012
    261views Computational Linguistics» more  ACL 2012»
    A Topic Similarity Model for Hierarchical Phrase-based Translation
    11 years 7 months ago
    A Topic Similarity Model for Hierarchical Phrase-based Translation
    Download  aclweb.org
    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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    NAACL
    2010
    208views Computational Linguistics» more  NAACL 2010»
    A Direct Syntax-Driven Reordering Model for Phrase-Based Machine Translation
    13 years 2 months ago
    A Direct Syntax-Driven Reordering Model for Phrase-Based Machine Translation
    Download  www.aclweb.org
    This paper presents a direct word reordering model with novel syntax-based features for statistical machine translation. Reordering models address the problem of reordering source...
    Niyu Ge
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    NIPS
    2007
    173views Information Technology» more  NIPS 2007»
    HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation
    13 years 6 months ago
    HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation
    Download  books.nips.cc
    We present a novel paradigm for statistical machine translation (SMT), based on a joint modeling of word alignment and the topical aspects underlying bilingual document-pairs, via...
    Bing Zhao, Eric P. Xing
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    NAACL
    2007
    154views Computational Linguistics» more  NAACL 2007»
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    13 years 6 months ago
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    We describe a new pruning approach to remove phrase pairs from translation models of statistical machine translation systems. The approach applies the original translation system ...
    Matthias Eck, Stephan Vogel, Alex Waibel
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    EACL
    2009
    ACL Anthology
    213views Natural Language Processing» more  EACL 2009»
    N-Gram-Based Statistical Machine Translation versus Syntax Augmented Machine Translation: Comparison and System Combination
    14 years 5 months ago
    N-Gram-Based Statistical Machine Translation versus Syntax Augmented Machine Translation: Comparison and System Combination
    Download  gps-tsc.upc.es
    In this paper we compare and contrast two approaches to Machine Translation (MT): the CMU-UKA Syntax Augmented Machine Translation system (SAMT) and UPC-TALP N-gram-based Statisti...
    José A. R. Fonollosa, Maxim Khalilov
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