Ruri Liu

CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction

Distantly supervised relation extraction aims to extract relational facts from texts but suffers from noisy instances. Existing methods usually select reliable sentences that rely on potential noisy labels, resulting in wrongly selecting many noisy training instances or underutilizing a large amount…