FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios

Yongjian Tang, Rakebul Hasan, Thomas Runkler

Large Language Models (LLMs) have provided a new pathway for Named Entity Recognition (NER) tasks. Compared with fine-tuning, LLM-powered prompting methods avoid the need for train…