Jianchun Liang

Multi-Encoder with Entity-Aware Embedding Framework for Distantly Supervised Relation Extraction

2023

Distantly supervised relation extraction (DSRE) inherently faces challenges arising from labeling noise due to the distant supervision assumption. Most existing studies employ Piece-wise CNN (PCNN) to extract semantic features from sentences, often neglecting to comprehensively …