메뉴 건너뛰기




Volumn , Issue , 2018, Pages 5779-5786

Reinforcement learning for relation classification from noisy data

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 85058007359     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (391)

References (30)
  • 3
    • 84943751885 scopus 로고    scopus 로고
    • Classifying relations by ranking with convolutional neural networks
    • dos Santos, C. N.; Xiang, B.; and Zhou, B. 2015. Classifying relations by ranking with convolutional neural networks. In ACL, 626-634.
    • (2015) ACL , pp. 626-634
    • Dos Santos, C.N.1    Xiang, B.2    Zhou, B.3
  • 4
    • 84959923743 scopus 로고    scopus 로고
    • Chain based RNN for relation classification
    • Ebrahimi, J., and Dou, D. 2015. Chain based RNN for relation classification. In NAACL, 1244-1249.
    • (2015) NAACL , pp. 1244-1249
    • Ebrahimi, J.1    Dou, D.2
  • 6
    • 84859048059 scopus 로고    scopus 로고
    • Knowledge-based weak supervision for information extraction of overlapping relations
    • Association for Computational Linguistics
    • Hoffmann, R.; Zhang, C.; Ling, X.; Zettlemoyer, L.; and Weld, D. S. 2011. Knowledge-based weak supervision for information extraction of overlapping relations. In ACL, 541-550. Association for Computational Linguistics.
    • (2011) ACL , pp. 541-550
    • Hoffmann, R.1    Zhang, C.2    Ling, X.3    Zettlemoyer, L.4    Weld, D.S.5
  • 7
    • 85030485896 scopus 로고    scopus 로고
    • Distant supervision for relation extraction with sentence-level attention and entity descriptions
    • Ji, G.; Liu, K.; He, S.; and Zhao, J. 2017. Distant supervision for relation extraction with sentence-level attention and entity descriptions. In AAAI, 3060-3066.
    • (2017) AAAI , pp. 3060-3066
    • Ji, G.1    Liu, K.2    He, S.3    Zhao, J.4
  • 8
    • 85029377314 scopus 로고    scopus 로고
    • Deep reinforcement learning for dialogue generation
    • Li, J.; Monroe, W.; Ritter, A.; Jurafsky, D.; Galley, M.; and Gao, J. 2016. Deep reinforcement learning for dialogue generation. In EMNLP, 1192-1202.
    • (2016) EMNLP , pp. 1192-1202
    • Li, J.1    Monroe, W.2    Ritter, A.3    Jurafsky, D.4    Galley, M.5    Gao, J.6
  • 10
    • 85011945255 scopus 로고    scopus 로고
    • Neural relation extraction with selective attention over instances
    • Lin, Y.; Shen, S.; Liu, Z.; Luan, H.; and Sun, M. 2016. Neural relation extraction with selective attention over instances. In ACL, volume 1, 2124-2133.
    • (2016) ACL , vol.1 , pp. 2124-2133
    • Lin, Y.1    Shen, S.2    Liu, Z.3    Luan, H.4    Sun, M.5
  • 11
    • 84944065101 scopus 로고    scopus 로고
    • A dependency-based neural network for relation classification
    • Liu, Y.; Wei, F.; Li, S.; Ji, H.; Zhou, M.; and Wang, H. 2015. A dependency-based neural network for relation classification. In ACL, 285-290.
    • (2015) ACL , pp. 285-290
    • Liu, Y.1    Wei, F.2    Li, S.3    Ji, H.4    Zhou, M.5    Wang, H.6
  • 12
    • 77957863090 scopus 로고    scopus 로고
    • Distant supervision for relation extraction without labeled data
    • Association for Computational Linguistics
    • Mintz, M.; Bills, S.; Snow, R.; and Jurafsky, D. 2009. Distant supervision for relation extraction without labeled data. In ACL, 1003-1011. Association for Computational Linguistics.
    • (2009) ACL , pp. 1003-1011
    • Mintz, M.1    Bills, S.2    Snow, R.3    Jurafsky, D.4
  • 13
    • 85011883671 scopus 로고    scopus 로고
    • End-to-end relation extraction using lstms on sequences and tree structures
    • Miwa, M., and Bansal, M. 2016. End-to-end relation extraction using lstms on sequences and tree structures. In ACL.
    • (2016) ACL
    • Miwa, M.1    Bansal, M.2
  • 18
    • 84883402091 scopus 로고    scopus 로고
    • Multi-instance multi-label learning for relation extraction
    • Association for Computational Linguistics
    • Surdeanu, M.; Tibshirani, J.; Nallapati, R.; and Manning, C. D. 2012. Multi-instance multi-label learning for relation extraction. In EMNLP, 455-465. Association for Computational Linguistics.
    • (2012) EMNLP , pp. 455-465
    • Surdeanu, M.1    Tibshirani, J.2    Nallapati, R.3    Manning, C.D.4
  • 20
    • 33750244274 scopus 로고    scopus 로고
    • Policy gradient methods for reinforcement learning with function approximation
    • Sutton, R. S.; McAllester, D.; Singh, S.; and Mansour, Y. 1999. Policy gradient methods for reinforcement learning with function approximation. In NIPS.
    • (1999) NIPS
    • Sutton, R.S.1    McAllester, D.2    Singh, S.3    Mansour, Y.4
  • 21
    • 84878213872 scopus 로고    scopus 로고
    • Reducing wrong labels in distant supervision for relation extraction
    • Association for Computational Linguistics
    • Takamatsu, S.; Sato, I.; and Nakagawa, H. 2012. Reducing wrong labels in distant supervision for relation extraction. In ACL, 721-729. Association for Computational Linguistics.
    • (2012) ACL , pp. 721-729
    • Takamatsu, S.1    Sato, I.2    Nakagawa, H.3
  • 22
    • 85053547654 scopus 로고    scopus 로고
    • A soft-label method for noise-tolerant distantly supervised relation extraction
    • Tianyu Liu, Kexiang Wang, B. C., and Sui, Z. 2017. A soft-label method for noise-tolerant distantly supervised relation extraction. In EMNLP, 17911796.
    • (2017) EMNLP , pp. 17911796
    • Liu, T.1    Kexiang Wang, B.C.2    Sui, Z.3
  • 23
    • 85011831864 scopus 로고    scopus 로고
    • Relation classification via multi-level attention cnns
    • Wang, L.; Cao, Z.; de Melo, G.; and Liu, Z. 2016. Relation classification via multi-level attention cnns. In ACL.
    • (2016) ACL
    • Wang, L.1    Cao, Z.2    De Melo, G.3    Liu, Z.4
  • 24
    • 0000337576 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Williams, R. J. 1992. Simple statistical gradient-following algorithms for connectionist reinforcement learning. Machine learning 8(3-4):229-256.
    • (1992) Machine Learning , vol.8 , Issue.3-4 , pp. 229-256
    • Williams, R.J.1
  • 25
    • 84959865227 scopus 로고    scopus 로고
    • Classifying relations via long short term memory networks along shortest dependency paths
    • Xu, Y.; Mou, L.; Li, G.; Chen, Y.; Peng, H.; and Jin, Z. 2015. Classifying relations via long short term memory networks along shortest dependency paths. In EMNLP, 1785-1794.
    • (2015) EMNLP , pp. 1785-1794
    • Xu, Y.1    Mou, L.2    Li, G.3    Chen, Y.4    Peng, H.5    Jin, Z.6
  • 26
    • 85055471836 scopus 로고    scopus 로고
    • A position encoding convolutional neural network based on dependency tree for relation classification
    • Yang, Y.; Tong, Y.; Ma, S.; and Deng, Z. 2016. A position encoding convolutional neural network based on dependency tree for relation classification. In EMNLP, 65-74.
    • (2016) EMNLP , pp. 65-74
    • Yang, Y.1    Tong, Y.2    Ma, S.3    Deng, Z.4
  • 28
    • 84959862537 scopus 로고    scopus 로고
    • Relation classification via convolutional deep neural network
    • Zeng, D.; Liu, K.; Lai, S.; Zhou, G.; Zhao, J.; et al. 2014. Relation classification via convolutional deep neural network. In COLING, 2335-2344.
    • (2014) COLING , pp. 2335-2344
    • Zeng, D.1    Liu, K.2    Lai, S.3    Zhou, G.4    Zhao, J.5
  • 29
    • 85012010245 scopus 로고    scopus 로고
    • Distant supervision for relation extraction via piecewise convolutional neural networks
    • Zeng, D.; Liu, K.; Chen, Y.; and Zhao, J. 2015. Distant supervision for relation extraction via piecewise convolutional neural networks. In EMNLP, 17-21.
    • (2015) EMNLP , pp. 17-21
    • Zeng, D.1    Liu, K.2    Chen, Y.3    Zhao, J.4
  • 30
    • 84859889184 scopus 로고    scopus 로고
    • Exploring various knowledge in relation extraction
    • Association for Computational Linguistics
    • Zhou, G.; Su, J.; Zhang, J.; and Zhang, M. 2005. Exploring various knowledge in relation extraction. In ACL, 427-434. Association for Computational Linguistics.
    • (2005) ACL , pp. 427-434
    • Zhou, G.1    Su, J.2    Zhang, J.3    Zhang, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.