Zero-Shot Learning in Named-Entity Recognition with External Knowledge

Nguyen Van Hoang, Soeren Hougaard Mulvad, Dexter Neo Yuan Rong +1

A significant shortcoming of current state-of-the-art (SOTA) named-entity recognition (NER) systems is their lack of generalization to unseen domains, which poses a major problem s…