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    LREC
    2008
    128views Education» more  LREC 2008»
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    14 years 18 days ago
    Relation between Agreement Measures on Human Labeling and Machine Learning Performance: Results from an Art History Domain
    Download  www.lrec-conf.org
    We discuss factors that affect human agreement on a semantic labeling task in the art history domain, based on the results of four experiments where we varied the number of labels...
    Rebecca J. Passonneau, Thomas Lippincott, Tae Yano...
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    CICLING
    2009
    Springer
    411views Natural Language Processing» more  CICLING 2009»
    Semantic Clustering for a Functional Text Classification Task
    14 years 11 months ago
    Semantic Clustering for a Functional Text Classification Task
    Download  www1.ccls.columbia.edu
    Abstract. We describe a semantic clustering method designed to address shortcomings in the common bag-of-words document representation for functional semantic classification tasks....
    Thomas Lippincott, Rebecca J. Passonneau
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