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

1 code implementation • 15 Nov 2021 • Nguyen Van Hoang, Soeren Hougaard Mulvad, Dexter Neo Yuan Rong, Yang Yue

We propose ZERO, a model that performs zero-shot and few-shot learning in NER to generalize to unseen domains by incorporating pre-existing knowledge in the form of semantic word embeddings.

Few-Shot Learning named-entity-recognition +4