Xincheng Liao

RUIE: Retrieval-based Unified Information Extraction using Large Language Model

Unified information extraction (UIE) aims to extract diverse structured information from unstructured text. While large language models (LLMs) have shown promise for UIE, they require significant computational resources and often struggle to generalize to unseen tasks. We propose RUIE (Retrieval-bas…