Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes
We present Indic-Bias, a comprehensive benchmark to evaluate the fairness of LLMs across 85 Indian Identity groups, focusing on Bias and Stereotypes. We create three tasks - Plausibility, Judgment, and Generation, and evaluate 14 popular LLMs to identify allocative and representational harms.
Attribution 4.0 International (CC BY- 4.0)
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