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    » Soft-Supervised Learning for Text Classification
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    KDD
    2009
    ACM
    156views Data Mining» more  KDD 2009»
    Effective multi-label active learning for text classification
    14 years 6 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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    EMNLP
    2010
    185views Natural Language Processing» more  EMNLP 2010»
    Cross Language Text Classification by Model Translation and Semi-Supervised Learning
    13 years 3 months ago
    Cross Language Text Classification by Model Translation and Semi-Supervised Learning
    Download  www.aclweb.org
    In this paper, we introduce a method that automatically builds text classifiers in a new language by training on already labeled data in another language. Our method transfers the...
    Lei Shi, Rada Mihalcea, Mingjun Tian
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    ICONFERENCE
    2011
    170views Information Technology» more  ICONFERENCE 2011»
    Modeling diverse standpoints in text classification: learning to be human by modeling human values
    12 years 9 months ago
    Modeling diverse standpoints in text classification: learning to be human by modeling human values
    Download  umiacs.umd.edu
    An annotator’s classification of a text not only tells us something about the intent of the text’s author, it also tells us something about the annotator’s standpoint. To un...
    Kenneth R. Fleischmann, Thomas Clay Templeton, Jor...
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    FSKD
    2005
    Springer
    80views Fuzzy Logic» more  FSKD 2005»
    A Novel Field Learning Algorithm for Dual Imbalance Text Classification
    13 years 11 months ago
    A Novel Field Learning Algorithm for Dual Imbalance Text Classification
    Download  sci2s.ugr.es
    Ling Zhuang, Honghua Dai, Xiaoshu Hang
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    CICLING
    2011
    Springer
    187views Natural Language Processing» more  CICLING 2011»
    Comparing Manual Text Patterns and Machine Learning for Classification of E-Mails for Automatic Answering by a Government Agency
    12 years 9 months ago
    Comparing Manual Text Patterns and Machine Learning for Classification of E-Mails for Automatic Answering by a Government Agency
    Download  people.dsv.su.se
    Hercules Dalianis, Jonas Sjöbergh, Eriks Snei...
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