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cs.CL2025
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…
cs.CL2025
A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case Reports
Jing Wang, Jeremy C Weiss
Timing of clinical events is central to characterization of patient trajectories, enabling analyses such as process tracing, forecasting, and causal reasoning. However, structured…