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    » Bayesian Synchronous Grammar Induction
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    NIPS
    2008
    154views Information Technology» more  NIPS 2008»
    Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction
    13 years 6 months ago
    Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction
    Download  www.cs.cmu.edu
    We explore a new Bayesian model for probabilistic grammars, a family of distributions over discrete structures that includes hidden Markov models and probabilistic context-free gr...
    Shay B. Cohen, Kevin Gimpel, Noah A. Smith
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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 2 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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    JMLR
    2010
    192views more  JMLR 2010»
    Inducing Tree-Substitution Grammars
    12 years 12 months ago
    Inducing Tree-Substitution Grammars
    Download  jmlr.csail.mit.edu
    Inducing a grammar from text has proven to be a notoriously challenging learning task despite decades of research. The primary reason for its difficulty is that in order to induce...
    Trevor Cohn, Phil Blunsom, Sharon Goldwater
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    ACL
    2008
    170views Computational Linguistics» more  ACL 2008»
    Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
    13 years 6 months ago
    Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
    Download  www.cs.rochester.edu
    We combine the strengths of Bayesian modeling and synchronous grammar in unsupervised learning of basic translation phrase pairs. The structured space of a synchronous grammar is ...
    Hao Zhang, Chris Quirk, Robert C. Moore, Daniel Gi...
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    ACL
    2011
    183views Computational Linguistics» more  ACL 2011»
    Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars
    12 years 8 months ago
    Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars
    Download  www.aclweb.org
    Yun Huang, Min Zhang, Chew Lim Tan
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