Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback

17 May 2023

Papers citing "Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback"

34 / 34 papers shown

Title
Towards Personalized Conversational Sales Agents : Contextual User Profiling for Strategic Action Tongyoung Kim Jeongeun Lee Soojin Yoon S. Kim Dongha Lee 27 0 0 28 Mar 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations Ruosen Li Teerth Patel Xinya Du LLMAG ALM 67 96 0 03 Jan 2025
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 64 0 0 03 Dec 2024
Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation Ted Kwartler Matthew Berman Alan Aqrawi LLMAG 26 3 0 18 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 63 6 0 10 Oct 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion Tongxuan Liu Xingyu Wang Weizhe Huang Wenjiang Xu Yuting Zeng Lei Jiang Hailong Yang Jing Li LLMAG 44 8 0 21 Sep 2024
BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration Noel Crawford Edward B. Duffy Iman Evazzade Torsten Foehr Gregory Robbins D. K. Saha Jiya Varma Marcin Ziolkowski LLMAG 52 3 0 28 Jun 2024
Simulating Financial Market via Large Language Model based Agents Shen Gao Yuntao Wen Minghang Zhu Jianing Wei Yuhan Cheng Qunzi Zhang Shuo Shang AIFin 34 12 0 28 Jun 2024
Evaluating the Performance of Large Language Models via Debates Behrad Moniri Hamed Hassani Yan Sun ELM ALM 58 5 0 16 Jun 2024
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework Xiaoxi Sun Jinpeng Li Yan Zhong Dongyan Zhao Rui Yan LLMAG HILM 29 5 0 05 Jun 2024
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation Jiaqi Shao Tianjun Yuan Tao Lin Xuanyu Cao 50 0 0 28 May 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 46 6 0 05 May 2024
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers Fang Guo Wenyu Li Honglei Zhuang Yun Luo Yafu Li Qi Zhu Le Yan Yue Zhang ALM 73 6 0 18 Apr 2024
Modeling Emotions and Ethics with Large Language Models Edward Y. Chang 40 1 0 15 Apr 2024
Designing for Human-Agent Alignment: Understanding what humans want from their agents Nitesh Goyal Minsuk Chang Michael Terry 39 14 0 04 Apr 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 28 17 0 25 Mar 2024
Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues Deuksin Kwon Emily Weiss Tara Kulshrestha Kushal Chawla Gale M. Lucas Jonathan Gratch 51 7 0 21 Feb 2024
Defending Jailbreak Prompts via In-Context Adversarial Game Yujun Zhou Yufei Han Haomin Zhuang Kehan Guo Zhenwen Liang Hongyan Bao Xiangliang Zhang LLMAG AAML 42 11 0 20 Feb 2024
Let's Negotiate! A Survey of Negotiation Dialogue Systems Haolan Zhan Yufei Wang Tao Feng Yuncheng Hua Suraj Sharma Zhuang Li Lizhen Qu Zhaleh Semnani Azad Ingrid Zukerman Gholamreza Haffari LLMAG 89 29 0 02 Feb 2024
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues Yuncheng Hua Lizhen Qu Gholamreza Haffari 90 6 0 29 Jan 2024
Evaluating Language Model Agency through Negotiations Tim R. Davidson V. Veselovsky Martin Josifoski Maxime Peyrard Antoine Bosselut Michal Kosinski Robert West LLMAG 34 22 0 09 Jan 2024
Founder-GPT: Self-play to evaluate the Founder-Idea fit Sichao Xiong Yigit Ihlamur LRM 20 3 0 19 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 32 10 0 08 Dec 2023
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games Dekun Wu Haochen Shi Zhiyuan Sun Bang Liu LLMAG 29 16 0 01 Dec 2023
Multi-Agent Consensus Seeking via Large Language Models Huaben Chen Wenkang Ji Lufeng Xu Shiyu Zhao LM&Ro LLMAG 67 20 0 31 Oct 2023
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method Yukun Zhao Lingyong Yan Weiwei Sun Guoliang Xing Chong Meng Shuaiqiang Wang Zhicong Cheng Zhaochun Ren Dawei Yin 29 35 0 27 Oct 2023
Language of Bargaining Mourad Heddaya Solomon Dworkin Chenhao Tan Rob Voigt Alexander Zentefis 26 2 0 12 Jun 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate Boshi Wang Xiang Yue Huan Sun ELM LRM 46 60 0 22 May 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 35 30 0 17 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,754 0 07 Apr 2023
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022
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 227 506 0 28 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 339 12,003 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 395 8,559 0 28 Jan 2022