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    EMNLP
    2009
    123views Natural Language Processing» more  EMNLP 2009»
    A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
    13 years 3 months ago
    A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
    Download  aclweb.org
    Tree based translation models are a compelling means of integrating linguistic information into machine translation. Syntax can inform lexical selection and reordering choices and...
    Trevor Cohn, Phil Blunsom
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    NAACL
    2007
    108views Computational Linguistics» more  NAACL 2007»
    Direct Translation Model 2
    13 years 7 months ago
    Direct Translation Model 2
    Download  www.mt-archive.info
    This paper presents a maximum entropy machine translation system using a minimal set of translation blocks (phrase-pairs). While recent phrase-based statistical machine translatio...
    Abraham Ittycheriah, Salim Roukos
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    ACL
    2009
    81views Computational Linguistics» more  ACL 2009»
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
    13 years 3 months ago
    Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
    Download  www.aclweb.org
    An efficient decoding algorithm is a crucial element of any statistical machine translation system. Some researchers have noted certain similarities between SMT decoding and the f...
    Mikhail Zaslavskiy, Marc Dymetman, Nicola Cancedda
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    ACL
    2011
    190views Computational Linguistics» more  ACL 2011»
    A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
    12 years 9 months ago
    A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation
    Download  www.cs.wright.edu
    This paper presents an attempt at building a large scale distributed composite language model that simultaneously accounts for local word lexical information, mid-range sentence s...
    Ming Tan, Wenli Zhou, Lei Zheng, Shaojun Wang
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    ACL
    2006
    100views Computational Linguistics» more  ACL 2006»
    A Discriminative Global Training Algorithm for Statistical MT
    13 years 7 months ago
    A Discriminative Global Training Algorithm for Statistical MT
    Download  www.mt-archive.info
    This paper presents a novel training algorithm for a linearly-scored block sequence translation model. The key component is a new procedure to directly optimize the global scoring...
    Christoph Tillmann, Tong Zhang
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