LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition

Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi +1

In-context learning (ICL) enables large language models (LLMs) to perform new tasks using only a few demonstrations. However, in Named Entity Recognition (NER), existing ICL method…