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    ICML
    2005
    IEEE
    123views Machine Learning» more  ICML 2005»
    A model for handling approximate, noisy or incomplete labeling in text classification
    14 years 5 months ago
    A model for handling approximate, noisy or incomplete labeling in text classification
    Download  www.cse.iitb.ac.in
    We introduce a Bayesian model, BayesANIL, that is capable of estimating uncertainties associated with the labeling process. Given a labeled or partially labeled training corpus of...
    Ganesh Ramakrishnan, Krishna Prasad Chitrapura, Ra...
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    KDD
    2009
    ACM
    156views Data Mining» more  KDD 2009»
    Effective multi-label active learning for text classification
    14 years 5 months ago
    Effective multi-label active learning for text classification
    Download  research.microsoft.com
    Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
    Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Ch...
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