메뉴 건너뛰기




Volumn 2, Issue , 2008, Pages 830-835

Importance of semantic representation: Dataless classification

Author keywords

[No Author keywords available]

Indexed keywords

COMPETITIVE PERFORMANCES; DATA SETS; LABELED DATUMS; LEARNING PROTOCOLS; SEMANTIC CONCEPTS; SEMANTIC REPRESENTATIONS; STRING OF WORDS; SUPERVISED LEARNING ALGORITHMS; TEXT CATEGORIZATIONS; UNLABELED DATUMS; WIKIPEDIA;

EID: 57749169921     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (275)

References (9)
  • 1
    • 0031620208 scopus 로고    scopus 로고
    • Combining labeled and unlabeled data with co-training
    • Blum, A., and Mitchell, T. 1998. Combining labeled and unlabeled data with co-training. In COLT, 92-100.
    • (1998) COLT , pp. 92-100
    • Blum, A.1    Mitchell, T.2
  • 2
    • 33749028480 scopus 로고    scopus 로고
    • Domain adaptation for statistical classifiers
    • Daume, H., and Marcu, D. 2006. Domain adaptation for statistical classifiers. Journal of Artificial Intelligence 26:101-126.
    • (2006) Journal of Artificial Intelligence , vol.26 , pp. 101-126
    • Daume, H.1    Marcu, D.2
  • 3
    • 84880747531 scopus 로고    scopus 로고
    • Feature generation for text categorization using world knowledge
    • Gabrilovich, E., and Markovitch, S. 2005. Feature generation for text categorization using world knowledge. In IJCAI, 1048-1053.
    • (2005) IJCAI , pp. 1048-1053
    • Gabrilovich, E.1    Markovitch, S.2
  • 4
    • 33750719969 scopus 로고    scopus 로고
    • Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge
    • Gabrilovich, E., and Markovitch, S. 2006. Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge. In AAAI, 1301- 1306.
    • (2006) AAAI , pp. 1301-1306
    • Gabrilovich, E.1    Markovitch, S.2
  • 5
    • 84880915872 scopus 로고    scopus 로고
    • Gabrilovich, E., and Markovitch, S. 2007. Computing semantic relatedness using Wikipedia-based explicit semantic analysis. In IJCAI, 1606-1611. Jiang, J., and Zhai, C. 2007. Instance weighting for domain adaptation in NLP. In Proceedings of the annual meeting of ACL, 264-271.
    • Gabrilovich, E., and Markovitch, S. 2007. Computing semantic relatedness using Wikipedia-based explicit semantic analysis. In IJCAI, 1606-1611. Jiang, J., and Zhai, C. 2007. Instance weighting for domain adaptation in NLP. In Proceedings of the annual meeting of ACL, 264-271.
  • 6
    • 85142688646 scopus 로고
    • NewsWeeder: Learning to filter netnews
    • Lang, K. 1995. NewsWeeder: learning to filter netnews. In ICML, 331-339.
    • (1995) ICML , pp. 331-339
    • Lang, K.1
  • 7
    • 0002332781 scopus 로고    scopus 로고
    • Improving text classification by shrinkage in a hierarchy of classes
    • McCallum, A. K.; Rosenfeld, R.; Mitchell, T. M.; and Ng, A. Y. 1998. Improving text classification by shrinkage in a hierarchy of classes. In ICML, 359-367.
    • (1998) ICML , pp. 359-367
    • McCallum, A.K.1    Rosenfeld, R.2    Mitchell, T.M.3    Ng, A.Y.4
  • 8
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • Nigam, K.; McCallum, A. K.; Thrun, S.; and Mitchell, T. M. 2000. Text classification from labeled and unlabeled documents using EM. Machine Learning 39(2/3): 103-134.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 103-134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.M.4
  • 9
    • 33749240383 scopus 로고    scopus 로고
    • Constructing informative priors using transfer learning
    • Raina, R.; Ng, A. Y; and Roller, D. 2006. Constructing informative priors using transfer learning. In ICML, 713-720.
    • (2006) ICML , pp. 713-720
    • Raina, R.1    Ng, A.Y.2    Roller, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.