MetaAligner: Towards Generalizable Multi-Objective Alignment of Language
Models

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MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models

25 March 2024

Sophia Ananiadou

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Papers citing "MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models"

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Title
Multi-objective Large Language Model Alignment with Hierarchical Experts Zhuo Li Guodong DU Weiyang Guo Yigeng Zhou Xiucheng Li ... Fangming Liu Yequan Wang Deheng Ye Min Zhang Jing Li ALM MoE 77 0 0 27 May 2025
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety Geon-hyeong Kim Youngsoo Jang Yu Jin Kim Byoungjip Kim Honglak Lee Kyunghoon Bae Moontae Lee 24 2 0 26 May 2025
WikiPersonas: What Can We Learn From Personalized Alignment to Famous People? Zilu Tang Afra Feyza Akyürek Ekin Akyürek Derry Wijaya 112 0 0 19 May 2025
PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model Baijiong Lin Weisen Jiang Yuancheng Xu Hao Chen Ying-Cong Chen 86 1 0 06 May 2025
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models using Pareto High-quality Data Haoran Gu Handing Wang Yi Mei Mengjie Zhang Yaochu Jin 75 1 0 23 Apr 2025
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment Xiaotian Zhang Ruizhe Chen Yang Feng Zuozhu Liu 109 2 0 17 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 158 1 0 09 Apr 2025
A Domain-Based Taxonomy of Jailbreak Vulnerabilities in Large Language Models Carlos Peláez-González Andrés Herrera-Poyatos Cristina Zuheros David Herrera-Poyatos Virilo Tejedor F. Herrera AAML 78 0 0 07 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian Guan Jian Wu Jia-Nan Li Chuanqi Cheng Wei Wu LM&MA 171 3 0 21 Mar 2025
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment Jia-Nan Li Jian Guan Songhao Wu Wei Wu Rui Yan 169 3 0 19 Mar 2025
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models Ruizhe Chen Wenhao Chai Zhifei Yang Xiaotian Zhang Qiufeng Wang Tony Q.S. Quek Soujanya Poria Zuozhu Liu 133 1 0 06 Mar 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 204 1 0 20 Feb 2025
Multi-Attribute Steering of Language Models via Targeted Intervention Duy Nguyen Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou LLMSV 166 2 0 18 Feb 2025
Selective Preference Optimization via Token-Level Reward Function Estimation Kailai Yang Zhiwei Liu Qianqian Xie Jimin Huang Erxue Min Sophia Ananiadou 87 13 0 24 Aug 2024
Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment Aidan Kierans Avijit Ghosh Hananel Hazan Shiri Dori-Hacohen 57 0 0 06 Jun 2024

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