UCerF scores LLM fairness by both correctness and confidence, and SynthBias provides 31,756 gender-occupation coreference samples for benchmark testing.
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Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
UCerF scores LLM fairness by both correctness and confidence, and SynthBias provides 31,756 gender-occupation coreference samples for benchmark testing.