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Showing 1 to 1 of 1 for “"Bias perpetuation"”.
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Towards Trustworthy AI: Investigating Bias and Confidence Alignment in Large Language Models
… self-evaluation of confidence and the subtler biases that shape their outputs. In the first part, we introduce the concept of Confidence Probability Alignment to scrutinize how LLMs’ internal confidence, indicated by token probabilities, aligns with the confidence they express when queried …