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    IICAI
    2007
    255views Artificial Intelligence» more  IICAI 2007»
    A Java Implementation of an Extended Word Alignment Algorithm Based on the IBM Models
    13 years 10 months ago
    A Java Implementation of an Extended Word Alignment Algorithm Based on the IBM Models
    Download  ltrc.iiit.ac.in
    In recent years statistical word alignment models have been widely used for various Natural Language Processing (NLP) problems. In this paper we describe a platform independent and...
    G. Chinnappa, Anil Kumar Singh
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    NIPS
    2007
    147views Information Technology» more  NIPS 2007»
    An in-silico Neural Model of Dynamic Routing through Neuronal Coherence
    13 years 10 months ago
    An in-silico Neural Model of Dynamic Routing through Neuronal Coherence
    Download  books.nips.cc
    We describe a neurobiologically plausible model to implement dynamic routing using the concept of neuronal communication through neuronal coherence. The model has a three-tier arc...
    Devarajan Sridharan, Brian Percival, John V. Arthu...
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    NIPS
    2007
    208views Information Technology» more  NIPS 2007»
    Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
    13 years 10 months ago
    Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
    Download  books.nips.cc
    We present a novel message passing algorithm for approximating the MAP problem in graphical models. The algorithm is similar in structure to max-product but unlike max-product it ...
    Amir Globerson, Tommi Jaakkola
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    AAAI
    2006
    120views Intelligent Agents» more  AAAI 2006»
    Heuristic Search and Information Visualization Methods for School Redistricting
    13 years 10 months ago
    Heuristic Search and Information Visualization Methods for School Redistricting
    Download  maple.cs.umbc.edu
    We describe an application of AI search and information visualization techniques to the problem of school redistricting, in which students are assigned to home schools within a co...
    Marie desJardins, Blazej Bulka, Ryan Carr, Andrew ...
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    ACL
    2006
    161views Computational Linguistics» more  ACL 2006»
    Minimum Risk Annealing for Training Log-Linear Models
    13 years 10 months ago
    Minimum Risk Annealing for Training Log-Linear Models
    Download  www.cs.jhu.edu
    When training the parameters for a natural language system, one would prefer to minimize 1-best loss (error) on an evaluation set. Since the error surface for many natural languag...
    David A. Smith, Jason Eisner
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