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    EMNLP
    2008
    133views Natural Language Processing» more  EMNLP 2008»
    Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing
    13 years 9 months ago
    Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing
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    We present a discriminative, latent variable approach to syntactic parsing in which rules exist at multiple scales of refinement. The model is formally a latent variable CRF gramm...
    Slav Petrov, Dan Klein
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    ACL
    2009
    170views Computational Linguistics» more  ACL 2009»
    Concise Integer Linear Programming Formulations for Dependency Parsing
    13 years 5 months ago
    Concise Integer Linear Programming Formulations for Dependency Parsing
    Download  www.aclweb.org
    We formulate the problem of nonprojective dependency parsing as a polynomial-sized integer linear program. Our formulation is able to handle non-local output features in an effici...
    André L. Martins, Noah A. Smith, Eric P. Xi...
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    ACL
    2010
    146views Computational Linguistics» more  ACL 2010»
    Dynamic Programming for Linear-Time Incremental Parsing
    13 years 5 months ago
    Dynamic Programming for Linear-Time Incremental Parsing
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    Incremental parsing techniques such as shift-reduce have gained popularity thanks to their efficiency, but there remains a major problem: the search is greedy and only explores a ...
    Liang Huang, Kenji Sagae
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    EMNLP
    2009
    129views Natural Language Processing» more  EMNLP 2009»
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    13 years 5 months ago
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    Download  aclweb.org
    We present a machine translation framework that can incorporate arbitrary features of both input and output sentences. The core of the approach is a novel decoder based on lattice...
    Kevin Gimpel, Noah A. Smith
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    ACL
    2008
    170views Computational Linguistics» more  ACL 2008»
    Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
    13 years 9 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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