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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 7 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 4 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
    13 years 1 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 7 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 10 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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