C2PO: Diagnosing and Disentangling Bias Shortcuts in LLMs

Xuan Feng, Bo An, Tianlong Gu +4

Bias in Large Language Models (LLMs) poses significant risks to trustworthiness, manifesting primarily as stereotypical biases (e.g., gender or racial stereotypes) and structural b…