HYDRA: Model Factorization Framework for Black-Box LLM Personalization

HYDRA: Model Factorization Framework for Black-Box LLM Personalization

5 June 2024

Chao Zhang

Bo Dai

Papers citing "HYDRA: Model Factorization Framework for Black-Box LLM Personalization"

19 / 19 papers shown

Title
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
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration Ran Xu W. Shi Yuchen Zhuang Yue Yu Joyce C. Ho Haoyu Wang Carl Yang 14 0 0 07 Apr 2025
Reasoning LLMs for User-Aware Multimodal Conversational Agents Hamed Rahimi Jeanne Cattoni Meriem Beghili Mouad Abrini Mahdi Khoramshahi Maribel Pino Mohamed Chetouani LRM 29 0 0 02 Apr 2025
Improving RAG for Personalization with Author Features and Contrastive Examples Mert Yazan Suzan Verberne F. Situmeang 22 0 0 24 Mar 2025
Personalized Text Generation with Contrastive Activation Steering Jinghao Zhang Y. Liu W. Wang Qiang Liu Shu Wu Liang Wang Tat-Seng Chua LLMSV 33 0 0 07 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu W. Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 66 2 0 04 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 81 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
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 49 12 0 28 Jan 2025
Matryoshka: Learning to Drive Black-Box LLMs with LLMs Changhao Li Yuchen Zhuang Rushi Qiang Haotian Sun H. Dai Chao Zhang Bo Dai LRM 9 1 0 28 Oct 2024
PREDICT: Preference Reasoning by Evaluating Decomposed preferences Inferred from Candidate Trajectories Stephane Aroca-Ouellette Natalie Mackraz B. Theobald Katherine Metcalf 18 0 0 08 Oct 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 39 5 0 21 Aug 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts Zhaoxuan Tan Zheyuan Liu Meng-Long Jiang 19 19 0 15 Jun 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Hang Wu Carl Yang M. D. Wang MedIm LM&MA 25 3 0 05 May 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Zhaoxuan Tan Qingkai Zeng Yijun Tian Zheyuan Liu Bing Yin Meng-Long Jiang 101 44 0 06 Feb 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 24 6 0 13 Nov 2023
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models Chris Richardson Yao Zhang Kellen Gillespie Sudipta Kar Arshdeep Singh Zeynab Raeesy Omar Zia Khan A. Sethy RALM 11 3 0 30 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
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 273 1,561 0 18 Sep 2019