Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix

Bingfeng Luo, Yansong Feng, Zheng Wang +4

Distant supervision significantly reduces human efforts in building training data for many classification tasks. While promising, this technique often introduces noise to the gener…