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Evaluating Second-Order Bias of LLMs Through Epistemic Entitlement

Mothilal, Ramaravind Kommiya et al.
arXiv (All) · Papers
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computation-and-language
Evaluations of social bias in LLMs largely focus on whether models generate or imply biased content. However, as LLMs are increasingly used as judges of bias, they may exhibit social biases in subtler ways in how they evaluate biased content, which current methods do not systematically capture. We c
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