Guanchun Wang

Improving Neural Relation Extraction with Positive and Unlabeled Learning

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

We present a novel approach to improve the performance of distant supervision relation extraction with Positive and Unlabeled (PU) Learning. This approach first applies reinforcement learning to decide whether a sentence is positive to a …