Yin Kung

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning

Conventional approaches to relation extraction can only recognize predefined relation types. In the real world, new or out-of-scope relation types may keep challenging the deployed models. In this paper, we formalize such a challenging problem as Novel Relation Detection (NRD), which aims to discove…