What's Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs

Jinhao Pan, Chahat Raj, Ziyu Yao +1

Large Language Models (LLMs) often exhibit social biases inherited from their training data. While existing benchmarks evaluate bias by term-based mode through direct term associat…