AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations

Hongtao Ruan, Liying Zheng, Peixian Hu

State-of-the-art Named Entity Recognition(NER) models rely heavily on large amountsof fully annotated training data. However, ac-cessible data are often incompletely annotatedsince…