Evaluating and Mitigating Social Bias for Large Language Models in Open-ended Settings

Zhao Liu, Tian Xie, Xueru Zhang

Current social bias benchmarks for Large Language Models (LLMs) primarily rely on predefined question formats like multiple-choice, limiting their ability to reflect the complexity…