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

Yaocheng Gui, Qian Liu, Tingming Lu, Zhiqiang Gao. Best from Top k Versus Top 1: Improving Distant Supervision Relation Extraction with Deep Reinforcement Learning. In Qiang Yang 0001, Zhi-Hua Zhou, Zhiguo Gong, Min-Ling Zhang, Sheng-Jun Huang, editors, Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III. Volume 11441 of Lecture Notes in Computer Science, pages 199-211, Springer, 2019. [doi]

Abstract

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