Xiangping Wu

FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts

Yunan Zhang, Yang Fan, Heng Li, Xiangping Wu, Qingcai Chen

Continual Learning for Named Entity Recognition (CLNER) enable models to incrementally learn new entity types without forgetting previously acquired ones. However, existing methods suffer from catastrophic forgetting and insufficient exploitation of shared information across task…Read more