SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema

Yushen Fang, Jianjun Li, Mingqian Ding +3

Although Large language Model (LLM)-powered information extraction (IE) systems have shown impressive capabilities, current fine-tuning paradigms face two major limitations: high t…