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    LREC
    2008
    101views Education» more  LREC 2008»
    Sentiment Analysis Based on Probabilistic Models Using Inter-Sentence Information
    15 years 2 months ago
    Sentiment Analysis Based on Probabilistic Models Using Inter-Sentence Information
    Download  www.lrec-conf.org
    This paper proposes a new method of the sentiment analysis utilizing inter-sentence structures especially for coping with reversal phenomenon of word polarity such as quotation of...
    Kugatsu Sadamitsu, Satoshi Sekine, Mikio Yamamoto
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    LREC
    2008
    130views Education» more  LREC 2008»
    ParsCit: an Open-source CRF Reference String Parsing Package
    15 years 2 months ago
    ParsCit: an Open-source CRF Reference String Parsing Package
    Download  www.comp.nus.edu.sg
    We describe ParsCit, a freely available, open-source implementation of a reference string parsing package. At the core of ParsCit is a trained conditional random field (CRF) model...
    Isaac G. Councill, C. Lee Giles, Min-Yen Kan
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    97
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    NIPS
    2007
    149views Information Technology» more  NIPS 2007»
    New Outer Bounds on the Marginal Polytope
    15 years 2 months ago
    New Outer Bounds on the Marginal Polytope
    Download  people.csail.mit.edu
    We give a new class of outer bounds on the marginal polytope, and propose a cutting-plane algorithm for efficiently optimizing over these constraints. When combined with a concav...
    David Sontag, Tommi Jaakkola
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    122
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    VMV
    2008
    165views Visualization» more  VMV 2008»
    Fast Global Labeling for Real-Time Stereo Using Multiple Plane Sweeps
    15 years 2 months ago
    Fast Global Labeling for Real-Time Stereo Using Multiple Plane Sweeps
    Download  www.cs.unc.edu
    This work presents a real-time, data-parallel approach for global label assignment on regular grids. The labels are selected according to a Markov random field energy with a Potts...
    Christopher Zach, David Gallup, Jan-Michael Frahm,...
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    116
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    AAAI
    2006
    166views Intelligent Agents» more  AAAI 2006»
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    15 years 2 months ago
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    Download  www.cs.umass.edu
    This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
    Andrew McCallum, Chris Pal, Gregory Druck, Xuerui ...
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