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    » Variational Decoding for Statistical Machine Translation
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    ACL
    2012
    180views Computational Linguistics» more  ACL 2012»
    Improving the IBM Alignment Models Using Variational Bayes
    11 years 9 months ago
    Improving the IBM Alignment Models Using Variational Bayes
    Download  www.cs.rochester.edu
    Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
    Darcey Riley, Daniel Gildea
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    ACL
    2006
    139views Computational Linguistics» more  ACL 2006»
    Statistical Phrase-Based Models for Interactive Computer-Assisted Translation
    13 years 8 months ago
    Statistical Phrase-Based Models for Interactive Computer-Assisted Translation
    Download  www.mt-archive.info
    Obtaining high-quality machine translations is still a long way off. A postediting phase is required to improve the output of a machine translation system. An alternative is the s...
    Jesús Tomás, Francisco Casacuberta
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    COLING
    2008
    117views Computational Linguistics» more  COLING 2008»
    Improving Statistical Machine Translation using Lexicalized Rule Selection
    13 years 8 months ago
    Improving Statistical Machine Translation using Lexicalized Rule Selection
    Download  mtgroup.ict.ac.cn
    This paper proposes a novel lexicalized approach for rule selection for syntax-based statistical machine translation (SMT). We build maximum entropy (MaxEnt) models which combine ...
    Zhongjun He, Qun Liu, Shouxun Lin
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    COLING
    2010
    164views Computational Linguistics» more  COLING 2010»
    An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation
    13 years 2 months ago
    An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation
    Download  mtgroup.ict.ac.cn
    In statistical machine translation, decoding without any reordering constraint is an NP-hard problem. Inversion Transduction Grammars (ITGs) exploit linguistic structure and can w...
    Yang Feng, Haitao Mi, Yang Liu, Qun Liu
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    ACL
    2008
    150views Computational Linguistics» more  ACL 2008»
    A Discriminative Latent Variable Model for Statistical Machine Translation
    13 years 8 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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