University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校）

OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics

Vineeth Dorna, Anmol Mekala, Wenlong Zhao, Andrew McCallum, Zachary C. Lipton, J. Zico Kolter, Pratyush Maini

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； Carnegie Mellon University（卡内基梅隆大学） ； DatologyAI 纠错

Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning

Shambhavi Krishna, Atharva Naik, Chaitali Agarwal, Sudharshan Govindan, Taesung Lee, Haw-Shiuan Chang

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； Anthropic 纠错

Comments Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025)