Personalized Language Modeling from Personalized Human Feedback

Personalized Language Modeling from Personalized Human Feedback

6 February 2024

Zachary C. Lipton

Papers citing "Personalized Language Modeling from Personalized Human Feedback"

16 / 16 papers shown

Title
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Validating LLM-as-a-Judge Systems in the Absence of Gold Labels Luke M. Guerdan Solon Barocas Kenneth Holstein Hanna M. Wallach Zhiwei Steven Wu Alexandra Chouldechova ALM ELM 108 0 0 13 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 81 0 0 02 Mar 2025
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai B. Li Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 37 0 0 31 Dec 2024
CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants Lize Alberts Benjamin Ellis Andrei Lupu Jakob Foerster ELM 31 0 0 28 Oct 2024
PersonalLLM: Tailoring LLMs to Individual Preferences Thomas P. Zollo Andrew Siah Naimeng Ye Ang Li Hongseok Namkoong 24 10 0 30 Sep 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 39 5 0 21 Aug 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 78 28 0 09 Jun 2024
A Survey on Large Language Models for Personalized and Explainable Recommendations Junyi Chen LRM 106 8 0 21 Nov 2023
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning Rui Zheng Wei Shen Yuan Hua Wenbin Lai Shihan Dou ... Xiao Wang Haoran Huang Tao Gui Qi Zhang Xuanjing Huang 49 9 0 18 Oct 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 154 576 0 06 Apr 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 217 495 0 28 Sep 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 213 204 0 21 Mar 2022
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
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
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