메뉴 건너뛰기




Volumn 2, Issue , 2010, Pages 949-957

Bringing active learning to life

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; CLASSIFIER PERFORMANCE; GOLD STANDARDS; HUMAN ANNOTATIONS; REAL-WORLD TASK; REALISTIC ENVIRONMENTS; WORD SENSE DISAMBIGUATION;

EID: 80053234133     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (19)
  • 1
    • 78650965441 scopus 로고    scopus 로고
    • How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation
    • Baldridge, Jason and Alexis Palmer. 2009. How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation. In Proceedings of EMNLP 2009.
    • (2009) Proceedings of EMNLP 2009
    • Baldridge, J.1    Palmer, A.2
  • 3
    • 84860501619 scopus 로고    scopus 로고
    • Domain adaptation with active learning for word sense disambiguation
    • Chan, Yee Seng and Hwee Tou Ng. 2007. Domain adaptation with active learning for word sense disambiguation. In Proceedings of ACL-2007.
    • (2007) Proceedings of ACL-2007
    • Chan, Y.S.1    Ng, H.T.2
  • 4
    • 84863352687 scopus 로고    scopus 로고
    • An empirical study of the behavior of active learning for word sense disambiguation
    • New York, NY
    • Chen, Jinying, Andrew Schein, Lyle Ungar, and Martha Palmer. 2006. An empirical study of the behavior of active learning for word sense disambiguation. In Proceedings of NAACL-2006, New York, NY.
    • (2006) Proceedings of NAACL-2006
    • Chen, J.1    Schein, A.2    Ungar, L.3    Palmer, M.4
  • 5
    • 85153947869 scopus 로고
    • Active learning with statistical models
    • Tesauro, G. D. Touretzky, and T. Leen, editors, The MIT Press
    • Cohn, David A., Zoubin Ghahramani, and Michael I. Jordan. 1995. Active learning with statistical models. In Tesauro, G., D. Touretzky, and T. Leen, editors, Advances in Neural Information Processing Systems, volume 7, pages 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
    • 70349254685 scopus 로고    scopus 로고
    • Proactive learning: Cost-sensitive active learning with multiple imperfect oracles
    • Donmez, Pinar and Jaime G. Carbonell. 2008. Proactive learning: Cost-sensitive active learning with multiple imperfect oracles. In Proceedings of CIKM08.
    • (2008) Proceedings of CIKM08
    • Donmez, P.1    Carbonell, J.G.2
  • 8
    • 29344475484 scopus 로고    scopus 로고
    • Frame assignment as word sense disambiguation
    • Erk, Katrin. 2005. Frame assignment as word sense disambiguation. In Proceedings of the IWCS-6.
    • (2005) Proceedings of the IWCS-6
    • Erk, K.1
  • 9
    • 63449090301 scopus 로고    scopus 로고
    • Learning on the border: Active learning in imbalanced data classification
    • Ertekin, Ş eyda, Jian Huang, L'eon Bottou, and Lee Giles. 2007. Learning on the border: active learning in imbalanced data classification. In Proceedings of CIKM'07.
    • (2007) Proceedings of CIKM'07
    • Ertekin, Ş.1    Huang, J.2    Bottou, L.3    Giles, L.4
  • 10
    • 25844460429 scopus 로고    scopus 로고
    • Sample selection for statistical parsing
    • DOI 10.1162/0891201041850894
    • Hwa, Rebecca. 2004. Sample selection for statistical parsing. Computational Linguistics, 30(3):253- 276. (Pubitemid 41461900)
    • (2004) Computational Linguistics , vol.30 , Issue.3 , pp. 253-276
    • Hwa, R.1
  • 11
    • 80053420157 scopus 로고    scopus 로고
    • Stopping criteria for active learning of named entity recognition
    • Laws, Florian and Heinrich Schütze. 2008. Stopping criteria for active learning of named entity recognition. In Proceedings of Coling 2008.
    • (2008) Proceedings of Coling 2008
    • Laws, F.1    Schütze, H.2
  • 13
    • 80053432196 scopus 로고    scopus 로고
    • Theres no data like more data? revisiting the impact of data size on a classification task
    • Rehbein, Ines and Josef Ruppenhofer. 2010. Theres no data like more data? revisiting the impact of data size on a classification task. In Proceedings of LREC-07, 2010.
    • (2010) Proceedings of LREC-07, 2010
    • Rehbein, I.1    Ruppenhofer, J.2
  • 17
    • 56649102769 scopus 로고    scopus 로고
    • An approach to text corpus construction which cuts annotation costs and maintains corpus reusability of annotated data
    • Tomanek, Katrin, Joachim Wermter, and Udo Hahn. 2007. An approach to text corpus construction which cuts annotation costs and maintains corpus reusability of annotated data. In Proceedings of EMNLP-CoNLL 2007.
    • (2007) Proceedings of EMNLP-CoNLL 2007
    • Tomanek, K.1    Wermter, J.2    Hahn, U.3
  • 18
    • 80053363150 scopus 로고    scopus 로고
    • Active learning for word sense disambiguation with methods for addressing the class imbalance problem
    • Zhu, Jingbo and Ed Hovy. 2007. Active learning for word sense disambiguation with methods for addressing the class imbalance problem. In Proceedings of EMNLP-CoNLL 2007.
    • (2007) Proceedings of EMNLP-CoNLL 2007
    • Zhu, J.1    Hovy, E.2
  • 19
    • 77955008607 scopus 로고    scopus 로고
    • Active learning with sampling by uncertainty and density for word sense disambiguation and text classification
    • Zhu, Jingbo, Huizhen Wang, Tianshun Yao, and Benjamin K. Tsou. 2008. Active learning with sampling by uncertainty and density for word sense disambiguation and text classification. In Proceedings of Coling 2008.
    • (2008) Proceedings of Coling 2008
    • Zhu, J.1    Wang, H.2    Yao, T.3    Tsou, B.K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.