Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs

Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang

Abstract: This paper studies few-shot relation extraction, which aims at predicting the relation for a pair of entities in a sentence by training with a few labeled examples in each relation. To more effecti...