UGID: Unified Graph Isomorphism for Debiasing Large Language Models

Zikang Ding, Junchi Yao, Junhao Li +4

Large language models (LLMs) exhibit pronounced social biases. Output-level or data-optimization--based debiasing methods cannot fully resolve these biases, and many prior works ha…