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Volumn , Issue , 2009, Pages 37-46

Semi-supervised learning of semantic classes for query understanding - From the web and for the web

Author keywords

Conditional random fields; HTML lists; Information extraction; Lexicon acquisition set expansion; Model over fitting; Query understanding semantic tagging; Semi supervised learning

Indexed keywords

CONDITIONAL RANDOM FIELD; CONDITIONAL RANDOM FIELDS; INFORMATION EXTRACTION; LEXICON ACQUISITION/SET EXPANSION; OVERFITTING; SEMI-SUPERVISED LEARNING;

EID: 74549207526     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1645953.1645961     Document Type: Conference Paper
Times cited : (22)

References (24)
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    • Hyderabad, India
    • M. Komachi and H. Suzuki. Minimally supervised learning of semantic knowledge from query logs. In the Proceedings of IJCNLP, Hyderabad, India, 2008.
    • (2008) the Proceedings of IJCNLP
    • Komachi, M.1    Suzuki, H.2
  • 8
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. Lafferty, A. McCallum, and F. Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In the Proceedings of ICML, pages 282-289, 2001.
    • (2001) the Proceedings of ICML , pp. 282-289
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 10
    • 72449184564 scopus 로고    scopus 로고
    • Extracting structured information from user queries with semi-supervised conditional random fields
    • X. Li, Y.-Y. Wang, and A. Acero. Extracting structured information from user queries with semi-supervised conditional random fields. In the Proceedings of the 32nd SIGIR Conference, 2009.
    • (2009) the Proceedings of the 32nd SIGIR Conference
    • Li, X.1    Wang, Y.-Y.2    Acero, A.3
  • 12
    • 85121365374 scopus 로고    scopus 로고
    • Early results for named entity recognition with conditional random fields, feature induction and Web-enhanced lexicons
    • Edmonton, Canada
    • A. McCallum and W. Li. Early results for named entity recognition with conditional random fields, feature induction and Web-enhanced lexicons. In the Proceedings of the 7th Conference on Natural Language Learning (CoNLL), Edmonton, Canada, 2003.
    • (2003) the Proceedings of the 7th Conference on Natural Language Learning (CoNLL)
    • McCallum, A.1    Li, W.2
  • 13
    • 0003780986 scopus 로고    scopus 로고
    • The pagerank citation ranking: Bringing order to the Web
    • Technical report, Stanford InfoLab, 1999
    • L. Page, S. Brin, R. Motwani, and T. Winograd. The pagerank citation ranking: Bringing order to the Web. Technical report, Stanford InfoLab, 1999.
    • Page, L.1    Brin, S.2    Motwani, R.3    Winograd, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.