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Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs

15 April 2024

Papers citing "Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs"

21 / 21 papers shown

Title
Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM Jingcong Liang Rong Ye Meng Han Ruofei Lai Xinyu Zhang Xuanjing Huang Zhongyu Wei 73 8 0 12 Mar 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models Archit Sharma Sedrick Scott Keh Eric Mitchell Chelsea Finn Kushal Arora Thomas Kollar ALM LLMAG 73 27 0 19 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 89 47 0 05 Feb 2024
Experiential Co-Learning of Software-Developing Agents Cheng Qian Yufan Dang Jiahao Li Wei Liu Zihao Xie ... Cheng Yang Xin Cong Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 84 45 0 28 Dec 2023
Can Large Language Models Really Improve by Self-critiquing Their Own Plans? Karthik Valmeekam Matthew Marquez Subbarao Kambhampati LRM 76 87 0 12 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures Thorsten Händler LLMAG 67 24 0 05 Oct 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang Xin Xu Ningyu Zhang Ruibo Liu Bryan Hooi Shumin Deng LLMAG 108 149 0 03 Oct 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 123 955 0 14 Sep 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 209 1,640 0 15 Dec 2022
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 199 612 0 20 Oct 2022
Fairness Reprogramming Guanhua Zhang Yihua Zhang Yang Zhang Wenqi Fan Qing Li Sijia Liu Shiyu Chang AAML 158 40 0 21 Sep 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 886 13,176 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 843 9,644 0 28 Jan 2022
A General Language Assistant as a Laboratory for Alignment Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli ... Tom B. Brown Jack Clark Sam McCandlish C. Olah Jared Kaplan ALM 120 789 0 01 Dec 2021
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 76 366 0 24 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 157 1,248 0 28 May 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning Peter Henderson Jie Hu Joshua Romoff Emma Brunskill Dan Jurafsky Joelle Pineau 89 456 0 31 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 474 1,766 0 18 Sep 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 108 562 0 21 Jun 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 541 19,265 0 20 Jul 2017
Deep reinforcement learning from human preferences Paul Christiano Jan Leike Tom B. Brown Miljan Martic Shane Legg Dario Amodei 218 3,365 0 12 Jun 2017