From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension

Lingyong Yan, Xianpei Han, Le Sun +2

Distant supervision (DS) is a promising approach for relation extraction but often suffers from the noisy label problem. Traditional DS methods usually represent an entity pair as…