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    AAAI
    2007
    123views Intelligent Agents» more  AAAI 2007»
    Recognizing Textual Entailment Using a Subsequence Kernel Method
    15 years 5 days ago
    Recognizing Textual Entailment Using a Subsequence Kernel Method
    Download  www.aaai.org
    We present a novel approach to recognizing Textual nt. Structural features are constructed from abstract tree descriptions, which are automatically extracted from syntactic depend...
    Rui Wang 0005, Günter Neumann
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    ICMLA
    2008
    131views Machine Learning» more  ICMLA 2008»
    Text Classification Using Tree Kernels and Linguistic Information
    14 years 11 months ago
    Text Classification Using Tree Kernels and Linguistic Information
    Download  www.di.uevora.pt
    Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...
    Teresa Gonçalves, Paulo Quaresma
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    AAAI
    2010
    178views Intelligent Agents» more  AAAI 2010»
    Stability and Incentive Compatibility in a Kernel-Based Combinatorial Auction
    14 years 11 months ago
    Stability and Incentive Compatibility in a Kernel-Based Combinatorial Auction
    Download  www.research.yahoo.com
    We present the design and analysis of an approximately incentive-compatible combinatorial auction. In just a single run, the auction is able to extract enough value information fr...
    Sébastien Lahaie
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    COLING
    2008
    159views Computational Linguistics» more  COLING 2008»
    A Local Alignment Kernel in the Context of NLP
    14 years 11 months ago
    A Local Alignment Kernel in the Context of NLP
    Download  aclweb.org
    This paper discusses local alignment kernels in the context of the relation extraction task. We define a local alignment kernel based on the Smith-Waterman measure as a sequence s...
    Sophia Katrenko, Pieter W. Adriaans
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    ESANN
    2007
    135views Neural Networks» more  ESANN 2007»
    Kernel PCA based clustering for inducing features in text categorization
    14 years 11 months ago
    Kernel PCA based clustering for inducing features in text categorization
    Download  www.dice.ucl.ac.be
    We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...
    Zsolt Minier, Lehel Csató
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