Metric-Fair Prompting: Treating Similar Samples Similarly

Jing Wang, Jie Shen, Xing Niu +2

We introduce \emph{Metric-Fair Prompting}, a fairness-aware prompting framework that guides large language models (LLMs) to make decisions under metric-fairness constraints. In the…