Best from Top k Versus Top 1: Improving Distant Supervision Relation Extraction with Deep Reinforcement Learning

Author:

Gui Yaocheng,Liu Qian,Lu Tingming,Gao Zhiqiang

Publisher

Springer International Publishing

Reference20 articles.

1. Feng, J., Huang, M., Zhao, L., Yang, Y., Zhu, X.: Reinforcement learning for relation classification from noisy data. In: Proceedings of AAAI 2018 (2018)

2. Hoffmann, R., Zhang, C., Ling, X., Zettlemoyer, L., Weld, D.S.: Knowledge-based weak supervision for information extraction of overlapping relations. In: Proceedings of ACL 2011, pp. 541–550 (2011)

3. Koch, M., Gilmer, J., Soderland, S., Weld, D.S.: Type-aware distantly supervised relation extraction with linked arguments. In: Proceedings of EMNLP 2014, pp. 1891–1901 (2014)

4. Lin, Y., Shen, S., Liu, Z., Luan, H., Sun, M.: Neural relation extraction with selective attention over instances. In: Proceedings of ACL 2016, pp. 2124–2133 (2016)

5. Ling, X., Weld, D.S.: Fine-grained entity recognition. In: Proceedings AAAI 2012, vol. 12, pp. 94–100 (2012)

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