Wanpeng Lu

Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction

Information extraction plays a critical role in natural language processing. When applying large language models (LLMs) to this domain, we discover an unexpected phenomenon: LLMs’ spurious associations. In tasks such as relation extraction, LLMs can accurately identify entity pairs, even if the give…