COBIAS: Assessing the Contextual Reliability of Bias Benchmarks for Language Models

Priyanshul Govil, Hemang Jain, Vamshi Krishna Bonagiri +4

Large Language Models (LLMs) often inherit biases from the web data they are trained on, which contains stereotypes and prejudices. Current methods for evaluating and mitigating th…