Ma Chunping

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting

Self-augmentation has received increasing research interest recently to improve named entity recognition (NER) performance in low-resource scenarios. Token substitution and mixup are two feasible heterogeneous self-augmentation techniques for NER that can achieve effective performance with certain s…