To address this issue, we propose Bag Loss, an objective function which can be used to train ARNs in an end-to-end manner without any anchor word annotation.
our Bag Loss is based on at-least-one assumption, i.e., each mention should have at least one anchor word, and the anchor word should strongly indicate its entity type.