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    ACL
    2007
    116views Computational Linguistics» more  ACL 2007»
    A Discriminative Syntactic Word Order Model for Machine Translation
    13 years 6 months ago
    A Discriminative Syntactic Word Order Model for Machine Translation
    Download  nlp.stanford.edu
    We present a global discriminative statistical word order model for machine translation. Our model combines syntactic movement and surface movement information, and is discriminat...
    Pi-Chuan Chang, Kristina Toutanova
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    ACL
    2008
    150views Computational Linguistics» more  ACL 2008»
    A Discriminative Latent Variable Model for Statistical Machine Translation
    13 years 6 months ago
    A Discriminative Latent Variable Model for Statistical Machine Translation
    Download  aclweb.org
    Large-scale discriminative machine translation promises to further the state-of-the-art, but has failed to deliver convincing gains over current heuristic frequency count systems....
    Phil Blunsom, Trevor Cohn, Miles Osborne
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    EMNLP
    2006
    109views Natural Language Processing» more  EMNLP 2006»
    A Discriminative Model for Tree-to-Tree Translation
    13 years 6 months ago
    A Discriminative Model for Tree-to-Tree Translation
    Download  people.csail.mit.edu
    This paper proposes a statistical, treeto-tree model for producing translations. Two main contributions are as follows: (1) a method for the extraction of syntactic structures wit...
    Brooke Cowan, Ivona Kucerova, Michael Collins
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    EMNLP
    2009
    143views Natural Language Processing» more  EMNLP 2009»
    Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
    13 years 2 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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    COLING
    2010
    234views Computational Linguistics» more  COLING 2010»
    Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
    12 years 12 months ago
    Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
    Download  www.cs.jhu.edu
    An unsupervised discriminative training procedure is proposed for estimating a language model (LM) for machine translation (MT). An English-to-English synchronous context-free gra...
    Zhifei Li, Ziyuan Wang, Sanjeev Khudanpur, Jason E...
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