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    KCAP
    2009
    ACM
    123views Information Technology» more  KCAP 2009»
    Reducing class imbalance during active learning for named entity annotation
    13 years 11 months ago
    Reducing class imbalance during active learning for named entity annotation
    Download  julielab.de
    In lots of natural language processing tasks, the classes to be dealt with often occur heavily imbalanced in the underlying data set and classifiers trained on such skewed data t...
    Katrin Tomanek, Udo Hahn
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    COLING
    2008
    115views Computational Linguistics» more  COLING 2008»
    Stopping Criteria for Active Learning of Named Entity Recognition
    13 years 6 months ago
    Stopping Criteria for Active Learning of Named Entity Recognition
    Download  www.aclweb.org
    Active learning is a proven method for reducing the cost of creating the training sets that are necessary for statistical NLP. However, there has been little work on stopping crit...
    Florian Laws, Hinrich Schütze
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    ACL
    2004
    109views Computational Linguistics» more  ACL 2004»
    Multi-Criteria-based Active Learning for Named Entity Recognition
    13 years 6 months ago
    Multi-Criteria-based Active Learning for Named Entity Recognition
    Download  acl.ldc.upenn.edu
    In this paper, we propose a multi-criteriabased active learning approach and effectively apply it to named entity recognition. Active learning targets to minimize the human annota...
    Dan Shen, Jie Zhang, Jian Su, Guodong Zhou, Chew L...
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    IJAIT
    2007
    97views more  IJAIT 2007»
    Named Entity Recognition in Greek Texts with an Ensemble of SVMs and Active Learning
    13 years 4 months ago
    Named Entity Recognition in Greek Texts with an Ensemble of SVMs and Active Learning
    Download  www.aueb.gr
    Georgios Lucarelli, Xenofon Vasilakos, Ion Androut...
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    COLING
    2000
    85views Computational Linguistics» more  COLING 2000»
    Named Entity Chunking Techniques in Supervised Learning for Japanese Named Entity Recognition
    13 years 6 months ago
    Named Entity Chunking Techniques in Supervised Learning for Japanese Named Entity Recognition
    Download  acl.ldc.upenn.edu
    Manabu Sassano, Takehito Utsuro
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