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Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment

6 March 2025

Papers citing "Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment"

37 / 37 papers shown

Title
MPO: Multilingual Safety Alignment via Reward Gap Optimization Weixiang Zhao Yulin Hu Yang Deng Tongtong Wu Wenxuan Zhang ... An Zhang Yanyan Zhao Bing Qin Tat-Seng Chua Ting Liu 94 2 0 22 May 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 145 0 0 31 Mar 2025
Cross-lingual Transfer of Reward Models in Multilingual Alignment Jiwoo Hong Noah Lee Rodrigo Martínez-Castaño César Rodríguez James Thorne 134 6 0 23 Oct 2024
SeRA: Self-Reviewing and Alignment of Large Language Models using Implicit Reward Margins Jongwoo Ko Saket Dingliwal Bhavana Ganesh Sailik Sengupta S. Bodapati Aram Galstyan 35 3 0 12 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 195 7 0 11 Oct 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs John Dang Arash Ahmadian Kelly Marchisio Julia Kreutzer Ahmet Üstün Sara Hooker 95 28 0 02 Jul 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm Aakanksha Arash Ahmadian Beyza Ermis Seraphina Goldfarb-Tarrant Julia Kreutzer Marzieh Fadaee Sara Hooker 100 39 0 26 Jun 2024
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning Sen Yang Leyang Cui Deng Cai Xinting Huang Shuming Shi Wai Lam 76 9 0 25 Jun 2024
Bootstrapping Language Models with DPO Implicit Rewards Changyu Chen Zichen Liu Chao Du Tianyu Pang Qian Liu Arunesh Sinha Pradeep Varakantham Min Lin SyDa ALM 113 27 0 14 Jun 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback Hamish Ivison Yizhong Wang Jiacheng Liu Zeqiu Wu Valentina Pyatkin Nathan Lambert Noah A. Smith Yejin Choi Hannaneh Hajishirzi 94 64 0 13 Jun 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions Chong Li Wen Yang Jiajun Zhang Jinliang Lu Shaonan Wang Chengqing Zong 105 9 0 30 May 2024
SimPO: Simple Preference Optimization with a Reference-Free Reward Yu Meng Mengzhou Xia Danqi Chen 142 492 0 23 May 2024
DPO Meets PPO: Reinforced Token Optimization for RLHF Han Zhong Zikang Shan Guhao Feng Wei Xiong Xinle Cheng Li Zhao Di He Jiang Bian Liwei Wang 125 72 0 29 Apr 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment Zhaofeng Wu Ananth Balashankar Yoon Kim Jacob Eisenstein Ahmad Beirami 113 15 0 18 Apr 2024
Disentangling Length from Quality in Direct Preference Optimization Ryan Park Rafael Rafailov Stefano Ermon Chelsea Finn ALM 96 145 0 28 Mar 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 153 553 0 20 Mar 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Wei-Lin Chiang Lianmin Zheng Ying Sheng Anastasios Nikolas Angelopoulos Tianle Li ... Hao Zhang Banghua Zhu Michael I. Jordan Joseph E. Gonzalez Ion Stoica OSLM 156 596 0 07 Mar 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 275 569 0 02 Feb 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 370 338 0 18 Jan 2024
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization Shuaijie She Wei Zou Shujian Huang Wenhao Zhu Xiang Liu Xiang Geng Jiajun Chen LRM 109 42 0 12 Jan 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang Wenhao Yu Mengzhao Jia Meng Jiang Francesco Barbieri ALM 91 30 0 15 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 81 21 0 14 Nov 2023
A General Theoretical Paradigm to Understand Learning from Human Preferences M. G. Azar Mark Rowland Bilal Piot Daniel Guo Daniele Calandriello Michal Valko Rémi Munos 180 647 0 18 Oct 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention Woosuk Kwon Zhuohan Li Siyuan Zhuang Ying Sheng Lianmin Zheng Cody Hao Yu Joseph E. Gonzalez Haotong Zhang Ion Stoica VLM 196 2,322 0 12 Sep 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan Rossi Thien Huu Nguyen ALM 120 150 0 29 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 441 4,444 0 09 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 389 4,163 0 29 May 2023
BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages Wen Yang Chong Li Jiajun Zhang Chengqing Zong LRM 70 54 0 29 May 2023
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations Ning Ding Yulin Chen Bokai Xu Yujia Qin Zhi Zheng Shengding Hu Zhiyuan Liu Maosong Sun Bowen Zhou ALM 150 552 0 23 May 2023
LIMA: Less Is More for Alignment Chunting Zhou Pengfei Liu Puxin Xu Srini Iyer Jiao Sun ... Susan Zhang Gargi Ghosh M. Lewis Luke Zettlemoyer Omer Levy ALM 110 852 0 18 May 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 888 13,207 0 04 Mar 2022
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 149 1,942 0 08 Sep 2021
ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning Samyam Rajbhandari Olatunji Ruwase Jeff Rasley Shaden Smith Yuxiong He GNN 89 388 0 16 Apr 2021
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 187 4,572 0 07 Sep 2020
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 185 2,532 0 19 May 2019
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 180 2,670 0 14 Mar 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 547 19,296 0 20 Jul 2017