Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective

Weijie Xu, Yiwen Wang, Chi Xue +4

Large Language Models (LLMs) often generate responses with inherent biases, undermining their reliability in real-world applications. Existing evaluation methods often overlook bia…