BiAxisBias: Evaluating LLM Bias Beyond a Single Prompt and a Single Explanation

Jialing Gan, Junhao Dong, Songze Li

LLM bias scores can depend on audit design. We introduce BiAxisBias, a prespecified audit varying task, role, perspective, sentiment, and wording over 200 stereotype statements whi…