Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data

Yufei Li, Xiao Yu, Yanchi Liu +2

Jointly extracting entity pairs and their relations is challenging when working on distantly-supervised data with ambiguous or noisy labels. To mitigate such impact, we propose unc…