BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition

Quanjiang Guo, Yihong Dong, Ling Tian +3

Despite the recent success of two-stage prototypical networks in few-shot named entity recognition (NER), challenges such as over/under-detected false spans in the span detection s…