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    EMNLP
    2011
    157views Natural Language Processing» more  EMNLP 2011»
    Dual Decomposition with Many Overlapping Components
    12 years 5 months ago
    Dual Decomposition with Many Overlapping Components
    Download  www.cs.cmu.edu
    Dual decomposition has been recently proposed as a way of combining complementary models, with a boost in predictive power. However, in cases where lightweight decompositions are ...
    André L. Martins, Noah A. Smith, Már...
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    EMNLP
    2011
    122views Natural Language Processing» more  EMNLP 2011»
    A Generate and Rank Approach to Sentence Paraphrasing
    12 years 5 months ago
    A Generate and Rank Approach to Sentence Paraphrasing
    Download  aclweb.org
    Prodromos Malakasiotis, Ion Androutsopoulos
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    EMNLP
    2011
    123views Natural Language Processing» more  EMNLP 2011»
    Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training
    12 years 5 months ago
    Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training
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    Xinyan Xiao, Yang Liu, Qun Liu, Shouxun Lin
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    EMNLP
    2011
    171views Natural Language Processing» more  EMNLP 2011»
    Latent Vector Weighting for Word Meaning in Context
    12 years 5 months ago
    Latent Vector Weighting for Word Meaning in Context
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    Tim Van de Cruys, Thierry Poibeau, Anna Korhonen
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    EMNLP
    2011
    122views Natural Language Processing» more  EMNLP 2011»
    Learning the Information Status of Noun Phrases in Spoken Dialogues
    12 years 5 months ago
    Learning the Information Status of Noun Phrases in Spoken Dialogues
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    Altaf Rahman, Vincent Ng
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    EMNLP
    2011
    185views Natural Language Processing» more  EMNLP 2011»
    Lexical Generalization in CCG Grammar Induction for Semantic Parsing
    12 years 5 months ago
    Lexical Generalization in CCG Grammar Induction for Semantic Parsing
    Download  www.cs.washington.edu
    We consider the problem of learning factored probabilistic CCG grammars for semantic parsing from data containing sentences paired with logical-form meaning representations. Tradi...
    Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldw...
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    EMNLP
    2011
    132views Natural Language Processing» more  EMNLP 2011»
    Corroborating Text Evaluation Results with Heterogeneous Measures
    12 years 5 months ago
    Corroborating Text Evaluation Results with Heterogeneous Measures
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    Enrique Amigó, Julio Gonzalo, Jesús ...
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    EMNLP
    2011
    169views Natural Language Processing» more  EMNLP 2011»
    Cross-Cutting Models of Lexical Semantics
    12 years 5 months ago
    Cross-Cutting Models of Lexical Semantics
    Download  www.cs.utexas.edu
    Context-dependent word similarity can be measured over multiple cross-cutting dimensions. For example, lung and breath are similar thematically, while authoritative and superfici...
    Joseph Reisinger, Raymond J. Mooney
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    EMNLP
    2011
    155views Natural Language Processing» more  EMNLP 2011»
    Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation
    12 years 5 months ago
    Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation
    Download  www.cs.columbia.edu
    This paper describes an algorithm for exact decoding of phrase-based translation models, based on Lagrangian relaxation. The method recovers exact solutions, with certificates of...
    Yin-Wen Chang, Michael Collins
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    EMNLP
    2011
    156views Natural Language Processing» more  EMNLP 2011»
    Training dependency parsers by jointly optimizing multiple objectives
    12 years 5 months ago
    Training dependency parsers by jointly optimizing multiple objectives
    Download  ryanmcd.com
    We present an online learning algorithm for training parsers which allows for the inclusion of multiple objective functions. The primary example is the extension of a standard sup...
    Keith Hall, Ryan T. McDonald, Jason Katz-Brown, Mi...
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