A toolbox for surfacing health equity harms and biases in large language models
Nature Medicine, Published online: 23 September 2024; doi:10.1038/s41591-024-03258-2
Identifying a complex panel of bias dimensions to be evaluated, a framework is proposed to assess how prone large language models are to biased reasoning, with possible consequences on equity-related harms, and is applied to a large-scale and diverse user survey on Med-PaLM 2.
A toolbox for surfacing health equity harms and biases in large language models
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