Robust Neural Relation Extraction via Multi-Granularity Noises Reduction

Zhang, XS; Liu, TY; Li, PS; Jia, WJ; Zhao, H

Zhang, XS (corresponding author), ByteDance AI Lab, Shanghai 201100, Peoples R China.; Jia, WJ (corresponding author), Univ Macau, State Key Lab IoT Smart City, Taipa 999078, Macao, Peoples R China.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021; 33 (9): 3297

Abstract

Distant supervision is widely used to extract relational facts with automatically labeled datasets to reduce high cost of human annotation. However, c......

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