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    NAACL
    2007
    107views Computational Linguistics» more  NAACL 2007»
    Lexicalized Markov Grammars for Sentence Compression
    13 years 11 months ago
    Lexicalized Markov Grammars for Sentence Compression
    Download  acl.ldc.upenn.edu
    We present a sentence compression system based on synchronous context-free grammars (SCFG), following the successful noisy-channel approach of (Knight and Marcu, 2000). We define...
    Michel Galley, Kathleen McKeown
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    NIPS
    2007
    165views Information Technology» more  NIPS 2007»
    Expectation Maximization and Posterior Constraints
    13 years 11 months ago
    Expectation Maximization and Posterior Constraints
    Download  www.seas.upenn.edu
    The expectation maximization (EM) algorithm is a widely used maximum likelihood estimation procedure for statistical models when the values of some of the variables in the model a...
    João Graça, Kuzman Ganchev, Ben Task...
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    UAI
    2008
    187views Artificial Intelligence» more  UAI 2008»
    Learning and Solving Many-Player Games through a Cluster-Based Representation
    13 years 11 months ago
    Learning and Solving Many-Player Games through a Cluster-Based Representation
    Download  www.eecs.harvard.edu
    In addressing the challenge of exponential scaling with the number of agents we adopt a cluster-based representation to approximately solve asymmetric games of very many players. ...
    Sevan G. Ficici, David C. Parkes, Avi Pfeffer
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    AAAI
    2006
    122views Intelligent Agents» more  AAAI 2006»
    Handling Self-Interest in Groups, with Minimal Cost
    13 years 11 months ago
    Handling Self-Interest in Groups, with Minimal Cost
    Download  www.aaai.org
    In group decision-making problems that involve selfinterested agents with private information, reaching socially optimal outcomes requires aligning the goals of individuals with t...
    Ruggiero Cavallo
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    AAAI
    2006
    112views Intelligent Agents» more  AAAI 2006»
    From Pigeons to Humans: Grounding Relational Learning in Concrete Examples
    13 years 11 months ago
    From Pigeons to Humans: Grounding Relational Learning in Concrete Examples
    Download  www.aaai.org
    We present a cognitive model that bridges work in analogy and category learning. The model, Building Relations through Instance Driven Gradient Error Shifting (BRIDGES), extends A...
    Marc T. Tomlinson, Bradley C. Love
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