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    COLING
    2002
    147views Computational Linguistics» more  COLING 2002»
    Concept Discovery from Text
    13 years 7 months ago
    Concept Discovery from Text
    Download  acl.ldc.upenn.edu
    Broad-coverage lexical resources such as WordNet are extremely useful. However, they often include many rare senses while missing domain-specific senses. We present a clustering a...
    Dekang Lin, Patrick Pantel
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    BMCBI
    2007
    163views more  BMCBI 2007»
    A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluati
    13 years 7 months ago
    A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluati
    Download  www.biomedcentral.com
    Background: A huge amount of biomedical textual information has been produced and collected in MEDLINE for decades. In order to easily utilize biomedical information in the free t...
    Illhoi Yoo, Xiaohua Hu, Il-Yeol Song
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    AIRS
    2004
    Springer
    165views Information Technology» more  AIRS 2004»
    Automatic Word Clustering for Text Categorization Using Global Information
    14 years 1 months ago
    Automatic Word Clustering for Text Categorization Using Global Information
    Download  www.nlplab.cn
    This paper presents a cluster-based text categorization system which uses class distributional clustering of words. We propose a new clustering model which considers the global in...
    Wenliang Chen, Xingzhi Chang, Huizhen Wang, Jingbo...
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    JDCTA
    2010
    464views more  JDCTA 2010»
    A New Agglomerative Hierarchical Clustering Algorithm Implementation based on the Map Reduce Framework
    13 years 2 months ago
    A New Agglomerative Hierarchical Clustering Algorithm Implementation based on the Map Reduce Framework
    Download  www.aicit.org
    Text clustering is one of the difficult and hot research fields in the text mining research. Combing Map Reduce framework and the neuron initialization method of VPSOM (vector pre...
    Hui Gao, Jun Jiang, Li She, Yan Fu
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    COLING
    2002
    135views Computational Linguistics» more  COLING 2002»
    Hierarchical Orderings of Textual Units
    13 years 7 months ago
    Hierarchical Orderings of Textual Units
    Download  acl.ldc.upenn.edu
    Text representation is a central task for any approach to automatic learning from texts. It requires a format which allows to interrelate texts even if they do not share content w...
    Alexander Mehler
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