大模型对齐与安全

On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection

Brandon Dominique, Prudence Lam, Nicholas Kurtansky, Jochen Weber, Kivanc Kose, Veronica Rotemberg, Jennifer Dy

机构 * Northeastern University（东北大学） ； Memorial Sloan Kettering Cancer Center（纪念斯隆凯特琳癌症中心） 纠错

专题命中 幻觉与事实性 ：alignment(abstract)；分类 cs.LG

Comments 19 pages, 4 figures. Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:027

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models

Tianrui Song, Wen-Shuo Chao, Hao Liu

专题命中 幻觉与事实性 ：alignment(abstract)；分类 cs.AI

Comments Accepted by AAAI 2026