RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework

Guoqing Luo, Jiaxin Pan, Min Peng

Distant supervision has been widely used for relation extraction but suffers from noise labeling problem. Neural network models are proposed to denoise with attention mechanism but…