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Volumn 2, Issue , 2005, Pages 746-751

Reducing labeling effort for structured prediction tasks

Author keywords

[No Author keywords available]

Indexed keywords

INTERACTIVE INFORMATION EXTRACTION SYSTEM; MACHINE LEARNING ALGORITHMS; STRUCTURED PREDICTION TASKS;

EID: 29344432464     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (243)

References (14)
  • 1
    • 9444243065 scopus 로고    scopus 로고
    • Proposal for an interactive environment for information extraction
    • Cornell University
    • Cardie, C., and Pierce, D. 1998. Proposal for an interactive environment for information extraction. Technical Report TR98-1702, Cornell University.
    • (1998) Technical Report , vol.TR98-1702
    • Cardie, C.1    Pierce, D.2
  • 3
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • Cohn, D. A.; Atlas, L.; and Ladner, R. E. 1994. Improving generalization with active learning. Machine Learning 15(2):201-221.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.A.1    Atlas, L.2    Ladner, R.E.3
  • 4
    • 85153947869 scopus 로고
    • Active learning with statistical models
    • Tesauro, G.; Touretzky, D.; and Leen, T., eds. The MIT Press
    • Cohn, D. A.; Ghahramani, Z.; and Jordan, M. I. 1995. Active learning with statistical models. In Tesauro, G.; Touretzky, D.; and Leen, T., eds., Advances in Neural Information Processing Systems, volume 7, 705-712. The MIT Press.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 705-712
    • Cohn, D.A.1    Ghahramani, Z.2    Jordan, M.I.3
  • 7
    • 0042482847 scopus 로고    scopus 로고
    • Word-based acoustic confidence measures for large-vocabulary speech recognition
    • Gunawardana, A.; Hon, H.; and Jiang, L. 1998. Word-based acoustic confidence measures for large-vocabulary speech recognition. In Proc. ICSLP-98, 791-794.
    • (1998) Proc. ICSLP-98 , pp. 791-794
    • Gunawardana, A.1    Hon, H.2    Jiang, L.3
  • 9
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • Morgan Kaufmann, San Francisco, CA
    • Lafferty, J.; McCallum, A.; and Pereira, F. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proc. 18th International Conf. on Machine Learning, 282-289. Morgan Kaufmann, San Francisco, CA.
    • (2001) Proc. 18th International Conf. on Machine Learning , pp. 282-289
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 10
    • 85124125604 scopus 로고
    • Heterogeneous uncertainty sampling for supervised learning
    • Cohen, W. W., and Hirsh, H., eds. New Brunswick, US: Morgan Kaufmann Publishers, San Francisco, US
    • Lewis, D. D., and Catlett, J. 1994. Heterogeneous uncertainty sampling for supervised learning. In Cohen, W. W., and Hirsh, H., eds., Proceedings of ICML-94, 11th International Conference on Machine Learning, 148-156. New Brunswick, US: Morgan Kaufmann Publishers, San Francisco, US.
    • (1994) Proceedings of ICML-94, 11th International Conference on Machine Learning , pp. 148-156
    • Lewis, D.D.1    Catlett, J.2
  • 11
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models
    • Rabiner, L. 1989. A tutorial on hidden Markov models. In IEEE, volume 77, 257-286.
    • (1989) IEEE , vol.77 , pp. 257-286
    • Rabiner, L.1
  • 14
    • 2942688970 scopus 로고    scopus 로고
    • Active learning for natural language parsing and information extraction
    • Morgan Kaufmann, San Francisco, CA
    • Thompson, C. A.; Califf, M. E.; and Mooney, R. J. 1999. Active learning for natural language parsing and information extraction. In Proc. 16th International Conf. on Machine Learning, 406-414. Morgan Kaufmann, San Francisco, CA.
    • (1999) Proc. 16th International Conf. on Machine Learning , pp. 406-414
    • Thompson, C.A.1    Califf, M.E.2    Mooney, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.