Undesirable Memorization in Large Language Models: A Survey

3 October 2024

Papers citing "Undesirable Memorization in Large Language Models: A Survey"

6 / 6 papers shown

Title
Beyond Public Access in LLM Pre-Training Data Sruly Rosenblat Tim O'Reilly Ilan Strauss MLAU 41 0 0 24 Apr 2025
We Are All Creators: Generative AI, Collective Knowledge, and the Path Towards Human-AI Synergy Jordi Linares-Pellicer Juan Izquierdo-Domenech Isabel Ferri-Molla Carlos Aliaga-Torro 26 0 0 10 Apr 2025
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use Nicholas Roth Christopher Hidey Lucas Spangher William Arnold Chang Ye Nick Masiewicki Jinoo Baek Peter Grabowski Eugene Ie LLMAG 48 0 0 29 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 43 0 0 10 Mar 2025
Mitigating Memorization in LLMs using Activation Steering Manan Suri Nishit Anand Amisha Bhaskar LLMSV 45 2 0 08 Mar 2025
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models Tianjie Ju Yi Hua Hao Fei Zhenyu Shao Yubin Zheng Haodong Zhao M. Lee W. Hsu Zhuosheng Zhang Gongshen Liu 38 0 0 03 Mar 2025