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    EMNLP
    2009
    143views Natural Language Processing» more  EMNLP 2009»
    Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
    14 years 7 months ago
    Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
    Download  aclweb.org
    In this work, we propose two extensions of standard word lexicons in statistical machine translation: A discriminative word lexicon that uses sentence-level source information to ...
    Arne Mauser, Sasa Hasan, Hermann Ney
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    NAACL
    2010
    177views Computational Linguistics» more  NAACL 2010»
    Improved Models of Distortion Cost for Statistical Machine Translation
    14 years 7 months ago
    Improved Models of Distortion Cost for Statistical Machine Translation
    Download  www-nlp.stanford.edu
    The distortion cost function used in Mosesstyle machine translation systems has two flaws. First, it does not estimate the future cost of known required moves, thus increasing sea...
    Spence Green, Michel Galley, Christopher D. Mannin...
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    ACL
    2009
    86views Computational Linguistics» more  ACL 2009»
    A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation
    14 years 7 months ago
    A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation
    Download  www.aclweb.org
    The tree sequence based translation model allows the violation of syntactic boundaries in a rule to capture non-syntactic phrases, where a tree sequence is a contiguous sequence o...
    Jun Sun, Min Zhang, Chew Lim Tan
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    EMNLP
    2008
    131views Natural Language Processing» more  EMNLP 2008»
    Maximum Entropy based Rule Selection Model for Syntax-based Statistical Machine Translation
    14 years 11 months ago
    Maximum Entropy based Rule Selection Model for Syntax-based Statistical Machine Translation
    Download  www.aclweb.org
    This paper proposes a novel maximum entropy based rule selection (MERS) model for syntax-based statistical machine translation (SMT). The MERS model combines local contextual info...
    Qun Liu, Zhongjun He, Yang Liu, Shouxun Lin
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    ACL
    2007
    130views Computational Linguistics» more  ACL 2007»
    Randomised Language Modelling for Statistical Machine Translation
    14 years 11 months ago
    Randomised Language Modelling for Statistical Machine Translation
    Download  aclweb.org
    A Bloom filter (BF) is a randomised data structure for set membership queries. Its space requirements are significantly below lossless information-theoretic lower bounds but it ...
    David Talbot, Miles Osborne
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