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    ACL
    2009
    120views Computational Linguistics» more  ACL 2009»
    Learning Context-Dependent Mappings from Sentences to Logical Form
    13 years 2 months ago
    Learning Context-Dependent Mappings from Sentences to Logical Form
    Download  people.csail.mit.edu
    We consider the problem of learning context-dependent mappings from sentences to logical form. The training examples are sequences of sentences annotated with lambda-calculus mean...
    Luke S. Zettlemoyer, Michael Collins
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    EMNLP
    2010
    149views Natural Language Processing» more  EMNLP 2010»
    Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification
    13 years 2 months ago
    Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification
    Download  homepages.inf.ed.ac.uk
    This paper addresses the problem of learning to map sentences to logical form, given training data consisting of natural language sentences paired with logical representations of ...
    Tom Kwiatkowksi, Luke S. Zettlemoyer, Sharon Goldw...
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    COLING
    2010
    122views Computational Linguistics» more  COLING 2010»
    Generative Alignment and Semantic Parsing for Learning from Ambiguous Supervision
    12 years 11 months ago
    Generative Alignment and Semantic Parsing for Learning from Ambiguous Supervision
    Download  www.cs.utexas.edu
    We present a probabilistic generative model for learning semantic parsers from ambiguous supervision. Our approach learns from natural language sentences paired with world states ...
    Joohyun Kim, Raymond J. Mooney
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    AAAI
    1996
    160views Intelligent Agents» more  AAAI 1996»
    Learning to Parse Database Queries Using Inductive Logic Programming
    13 years 5 months ago
    Learning to Parse Database Queries Using Inductive Logic Programming
    Download  www.cs.utexas.edu
    This paper presents recent work using the Chill parser acquisition system to automate the construction of a natural-language interface for database queries. Chill treats parser ac...
    John M. Zelle, Raymond J. Mooney
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    ACL
    2011
    192views Computational Linguistics» more  ACL 2011»
    Learning Dependency-Based Compositional Semantics
    12 years 8 months ago
    Learning Dependency-Based Compositional Semantics
    Download  www.cs.berkeley.edu
    Compositional question answering begins by mapping questions to logical forms, but training a semantic parser to perform this mapping typically requires the costly annotation of t...
    Percy Liang, Michael I. Jordan, Dan Klein
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