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    ACL
    1998
    102views Computational Linguistics» more  ACL 1998»
    Learning Constraint Grammar-style Disambiguation Rules using Inductive Logic Programming
    14 years 11 months ago
    Learning Constraint Grammar-style Disambiguation Rules using Inductive Logic Programming
    Download  www.aclweb.org
    This paper reports a pilot study, in which Constraint Grammar inspiredruleswere learnt using the Progol machine-learning system. Rules discarding faulty readings of ambiguously ta...
    Nikolaj Lindberg, Martin Eineborg
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    ICTAI
    2007
    IEEE
    148views Artificial Intelligence» more  ICTAI 2007»
    ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
    15 years 3 months ago
    ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
    Download  www.cs.cornell.edu
    In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
    Yunsong Guo, Bart Selman
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    NAACL
    2001
    130views Computational Linguistics» more  NAACL 2001»
    Learning Optimal Dialogue Management Rules by Using Reinforcement Learning and Inductive Logic Programming
    14 years 11 months ago
    Learning Optimal Dialogue Management Rules by Using Reinforcement Learning and Inductive Logic Programming
    Download  www.aclweb.org
    Developing dialogue systems is a complex process. In particular, designing efficient dialogue management strategies is often difficult as there are no precise guidelines to develo...
    Renaud Lecoeuche
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    AAAI
    1996
    160views Intelligent Agents» more  AAAI 1996»
    Learning to Parse Database Queries Using Inductive Logic Programming
    14 years 11 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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    IUI
    1999
    ACM
    105views Software Engineering» more  IUI 1999»
    Programming by Demonstration: An Inductive Learning Formulation
    15 years 1 months ago
    Programming by Demonstration: An Inductive Learning Formulation
    Download  www.cs.washington.edu
    Although Programming by Demonstration (PBD) has the potential to improve the productivity of unsophisticated users, previous PBD systems have used brittle, heuristic, domain-speci...
    Tessa A. Lau, Daniel S. Weld
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