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    ACL
    2012
    194views Computational Linguistics» more  ACL 2012»
    Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation
    12 years 6 days ago
    Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation
    Download  www-i6.informatik.rwth-aachen.de
    In this work we present two extensions to the well-known dynamic programming beam search in phrase-based statistical machine translation (SMT), aiming at increased efficiency of ...
    Joern Wuebker, Hermann Ney, Richard Zens
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    ACL
    2012
    181views Computational Linguistics» more  ACL 2012»
    Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach
    12 years 6 days ago
    Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach
    Download  ttic.uchicago.edu
    We address the problem of learning the mapping between words and their possible pronunciations in terms of sub-word units. Most previous approaches have involved generative modeli...
    Hao Tang, Joseph Keshet, Karen Livescu
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    ACL
    2012
    188views Computational Linguistics» more  ACL 2012»
    Selective Sharing for Multilingual Dependency Parsing
    12 years 6 days ago
    Selective Sharing for Multilingual Dependency Parsing
    Download  people.csail.mit.edu
    We present a novel algorithm for multilingual dependency parsing that uses annotations from a diverse set of source languages to parse a new unannotated language. Our motivation i...
    Tahira Naseem, Regina Barzilay, Amir Globerson
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    ACL
    2012
    219views Computational Linguistics» more  ACL 2012»
    A Nonparametric Bayesian Approach to Acoustic Model Discovery
    12 years 6 days ago
    A Nonparametric Bayesian Approach to Acoustic Model Discovery
    Download  aclweb.org
    We investigate the problem of acoustic modeling in which prior language-specific knowledge and transcribed data are unavailable. We present an unsupervised model that simultaneou...
    Chia-ying Lee, James R. Glass
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    ACL
    2012
    155views Computational Linguistics» more  ACL 2012»
    Exploiting Social Information in Grounded Language Learning via Grammatical Reduction
    12 years 6 days ago
    Exploiting Social Information in Grounded Language Learning via Grammatical Reduction
    Download  aclweb.org
    This paper uses an unsupervised model of grounded language acquisition to study the role that social cues play in language acquisition. The input to the model consists of (orthogr...
    Mark Johnson, Katherine Demuth, Michael C. Frank
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