PersonalLLM: Tailoring LLMs to Individual Preferences

30 September 2024

Papers citing "PersonalLLM: Tailoring LLMs to Individual Preferences"

7 / 7 papers shown

Title
LoRe: Personalizing LLMs via Low-Rank Reward Modeling Avinandan Bose Zhihan Xiong Yuejie Chi Simon S. Du Lin Xiao Maryam Fazel 26 0 0 20 Apr 2025
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale Bowen Jiang Zhuoqun Hao Y. Cho B. Li Yuan Yuan Sihao Chen Lyle Ungar Camillo J. Taylor Dan Roth 28 0 0 19 Apr 2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models Zhouhang Xie Junda Wu Yiran Shen Yu Xia Xintong Li ... Sachin Kumar Bodhisattwa Prasad Majumder Jingbo Shang Prithviraj Ammanabrolu Julian McAuley 29 0 0 09 Apr 2025
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment J. Li Jian-Yu Guan Songhao Wu Wei Yu Wu Rui Yan 51 1 0 19 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 84 0 0 02 Mar 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 46 2 0 17 Feb 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 28 1 0 31 Dec 2024