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    EMNLP
    2008
    130views Natural Language Processing» more  EMNLP 2008»
    Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation
    13 years 9 months ago
    Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation
    Download  aclweb.org
    We present Minimum Bayes-Risk (MBR) decoding over translation lattices that compactly encode a huge number of translation hypotheses. We describe conditions on the loss function t...
    Roy Tromble, Shankar Kumar, Franz Josef Och, Wolfg...
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    EMNLP
    2010
    198views Natural Language Processing» more  EMNLP 2010»
    Training Continuous Space Language Models: Some Practical Issues
    13 years 5 months ago
    Training Continuous Space Language Models: Some Practical Issues
    Download  www.aclweb.org
    Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
    Hai Son Le, Alexandre Allauzen, Guillaume Wisniews...
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    ACL
    2011
    273views Computational Linguistics» more  ACL 2011»
    Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction
    12 years 11 months ago
    Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction
    Download  www.cs.sfu.ca
    This paper extends the training and tuning regime for phrase-based statistical machine translation to obtain fluent translations into morphologically complex languages (we build ...
    Ann Clifton, Anoop Sarkar
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    NAACL
    2007
    108views Computational Linguistics» more  NAACL 2007»
    Direct Translation Model 2
    13 years 9 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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    EMNLP
    2007
    121views Natural Language Processing» more  EMNLP 2007»
    Syntactic Re-Alignment Models for Machine Translation
    13 years 9 months ago
    Syntactic Re-Alignment Models for Machine Translation
    Download  www.mt-archive.info
    We present a method for improving word alignment for statistical syntax-based machine translation that employs a syntactically informed alignment model closer to the translation m...
    Jonathan May, Kevin Knight
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