-
1
-
-
85018920030
-
-
arXiv preprint
-
Bahdanau, D.; Brakel, P.; Xu, K.; Goyal, A.; Lowe, R.; Pineau, J.; Courville, A.; and Bengio, Y. 2016. An actor-critic algorithm for sequence prediction. arXiv preprint arXiv:1607.07086.
-
(2016)
An Actor-Critic Algorithm for Sequence Prediction
-
-
Bahdanau, D.1
Brakel, P.2
Xu, K.3
Goyal, A.4
Lowe, R.5
Pineau, J.6
Courville, A.7
Bengio, Y.8
-
2
-
-
84899013802
-
Translating embeddings for modeling multi-relational data
-
Bordes, A.; Usunier, N.; Garcia-Duran, A.; Weston, J.; and Yakhnenko, O. 2013. Translating embeddings for modeling multi-relational data. In Advances in neural information processing systems, 2787-2795.
-
(2013)
Advances in Neural Information Processing Systems
, pp. 2787-2795
-
-
Bordes, A.1
Usunier, N.2
Garcia-Duran, A.3
Weston, J.4
Yakhnenko, O.5
-
3
-
-
84943751885
-
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
-
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
-
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
-
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
-
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
-
9
-
-
84965135289
-
-
arXiv preprint
-
Lillicrap, T. P.; Hunt, J. J.; Pritzel, A.; Heess, N.; Erez, T.; Tassa, Y.; Silver, D.; and Wierstra, D. 2015. Continuous control with deep reinforcement learning. arXiv preprint arXiv:1509.02971.
-
(2015)
Continuous Control with Deep Reinforcement Learning
-
-
Lillicrap, T.P.1
Hunt, J.J.2
Pritzel, A.3
Heess, N.4
Erez, T.5
Tassa, Y.6
Silver, D.7
Wierstra, D.8
-
10
-
-
85011945255
-
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
-
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
-
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
-
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
-
17
-
-
84981693201
-
Using active learning and semantic clustering for noise reduction in distant supervision
-
Sterckx, L.; Demeester, T.; Deleu, J.; and Develder, C. 2014. Using active learning and semantic clustering for noise reduction in distant supervision. In 4e Workshop on Automated Base Construction at NIPS2014 (AKBC-2014), 1-6.
-
(2014)
4e Workshop on Automated Base Construction at NIPS2014 (AKBC-2014)
, pp. 1-6
-
-
Sterckx, L.1
Demeester, T.2
Deleu, J.3
Develder, C.4
-
18
-
-
84883402091
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
|