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    ACL
    2006
    226views Computational Linguistics» more  ACL 2006»
    Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling
    14 years 4 months ago
    Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling
    Download  www.metabolomics.ca
    We present a new semi-supervised training procedure for conditional random fields (CRFs) that can be used to train sequence segmentors and labelers from a combination of labeled a...
    Feng Jiao, Shaojun Wang, Chi-Hoon Lee, Russell Gre...
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    ICDM
    2003
    IEEE
    210views Data Mining» more  ICDM 2003»
    CBC: Clustering Based Text Classification Requiring Minimal Labeled Data
    14 years 8 months ago
    CBC: Clustering Based Text Classification Requiring Minimal Labeled Data
    Download  research.microsoft.com
    Semi-supervised learning methods construct classifiers using both labeled and unlabeled training data samples. While unlabeled data samples can help to improve the accuracy of trai...
    Hua-Jun Zeng, Xuanhui Wang, Zheng Chen, Hongjun Lu...
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