In this paper, we propose to resolve this problem by modeling and leveraging the head-driven phrase structures of entity mentions, i.e., although a mention can nest other mentions, they will not share the same head word.
we propose Anchor-Region Networks (ARNs), a sequence-to-nuggets architecture for nested mention detection.