Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment

15 February 2024

Dong Yu

Papers citing "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"

23 / 23 papers shown

Title
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment Xiaotian Zhang Ruizhe Chen Yang Feng Zuozhu Liu 40 0 0 17 Apr 2025
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 71 0 0 21 Mar 2025
PEO: Improving Bi-Factorial Preference Alignment with Post-Training Policy Extrapolation Yuxuan Liu 45 0 0 03 Mar 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 115 2 0 24 Feb 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 115 1 0 20 Feb 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 92 14 0 28 Jan 2025
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang Ahmed Elgohary Ahmed Magooda Daniel Khashabi Benjamin Van Durme 128 2 0 11 Oct 2024
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment Yuancheng Xu Udari Madhushani Sehwag Alec Koppel Sicheng Zhu Bang An Furong Huang Sumitra Ganesh 55 6 0 10 Oct 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 42 12 0 11 Sep 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 95 1 0 14 Aug 2024
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts Tingchen Fu Yupeng Hou Julian McAuley Rui Yan 35 3 0 09 Aug 2024
Towards Aligning Language Models with Textual Feedback Sauc Abadal Lloret S. Dhuliawala K. Murugesan Mrinmaya Sachan VLM 38 1 0 24 Jul 2024
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Deng Cai Huayang Li Tingchen Fu Siheng Li Weiwen Xu ... Leyang Cui Yan Wang Lemao Liu Taro Watanabe Shuming Shi KELM 30 2 0 24 Jun 2024
Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li Yifan Wang A. Grama Ruqi Zhang Ruqi Zhang AI4TS 47 9 0 24 Jun 2024
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs Rui Yang Ruomeng Ding Yong Lin Huan Zhang Tong Zhang 35 42 0 14 Jun 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang Shuo Li Edgar Dobriban Osbert Bastani Hamed Hassani Dongsheng Ding 47 3 0 29 May 2024
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach Feng Luo Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang DiffM 83 10 0 18 Oct 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation Xiaoyu Chen Han Zhong Zhuoran Yang Zhaoran Wang Liwei Wang 118 60 0 23 May 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 313 11,915 0 04 Mar 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,469 0 23 Jan 2020
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 280 1,587 0 18 Sep 2019