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    EMNLP
    2010
    152views Natural Language Processing» more  EMNLP 2010»
    A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension
    13 years 4 months ago
    A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension
    Download  www.cse.ohio-state.edu
    Several recent discourse parsers have employed fully-supervised machine learning approaches. These methods require human annotators to beforehand create an extensive training corp...
    Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuk...
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    EMNLP
    2011
    287views Natural Language Processing» more  EMNLP 2011»
    Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
    12 years 5 months ago
    Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
    Download  www.socher.org
    We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
    Richard Socher, Jeffrey Pennington, Eric H. Huang,...
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    ICML
    2009
    IEEE
    133views Machine Learning» more  ICML 2009»
    Semi-supervised learning using label mean
    14 years 6 months ago
    Semi-supervised learning using label mean
    Download  lamda.nju.edu.cn
    Semi-Supervised Support Vector Machines (S3VMs) typically directly estimate the label assignments for the unlabeled instances. This is often inefficient even with recent advances ...
    Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou
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    KAIS
    2008
    138views more  KAIS 2008»
    Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR)
    13 years 6 months ago
    Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR)
    Download  yumaolu.com
    Yumao Lu, Vwani P. Roychowdhury
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    ICMLA
    2004
    129views Machine Learning» more  ICMLA 2004»
    Income prediction via support vector machine
    13 years 7 months ago
    Income prediction via support vector machine
    Download  www.cis.ysu.edu
    Alina Lazar
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