Understanding the Role of User Profile in the Personalization of Large Language Models

22 June 2024

Hossein A. Rahmani

Varsha Ramineni

Papers citing "Understanding the Role of User Profile in the Personalization of Large Language Models"

9 / 9 papers shown

Title
Improving RAG for Personalization with Author Features and Contrastive Examples Mert Yazan Suzan Verberne F. Situmeang 32 0 0 24 Mar 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 59 1 0 19 Mar 2025
Language Model Personalization via Reward Factorization Idan Shenfeld Felix Faltings Pulkit Agrawal Aldo Pacchiano 43 1 0 08 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
Understanding Likelihood Over-optimisation in Direct Alignment Algorithms Zhengyan Shi Sander Land Acyr F. Locatelli Matthieu Geist Max Bartolo 46 3 0 15 Oct 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Zhaoxuan Tan Qingkai Zeng Yijun Tian Zheyuan Liu Bing Yin Meng-Long Jiang 104 16 0 06 Feb 2024
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 68 72 0 08 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021