Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

30 May 2023

Rui Wang

Yujiu Yang

Papers citing "Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate"

50 / 58 papers shown

Title
G-FOCUS: Towards a Robust Method for Assessing UI Design Persuasiveness Jaehyun Jeon Janghan Yoon Minsoo Kim Sumin Shim Yejin Choi Hanbin Kim Youngjae Yu AAML 33 0 0 08 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 60 0 0 05 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Z. Wang J. Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 42 0 0 05 May 2025
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models Bang Zhang Ruotian Ma Qingxuan Jiang Peisong Wang Jiaqi Chen ... Fanghua Ye Jian Li Yifan Yang Zhaopeng Tu Xiaolong Li LLMAG ELM ALM 95 25 1 01 May 2025
Evolution of AI in Education: Agentic Workflows Firuz Kamalov David Santandreu Calonge Linda Smail Dilshod Azizov Dimple R. Thadani Theresa Kwong Amara Atif 43 0 0 25 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Cheng Wen Tingwei Guo Shuaijiang Zhao Wei Zou Xiangang Li OffRL AuLLM LRM 48 1 0 22 Apr 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server Xiang Zhang Yongfeng Zhang 39 0 0 19 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 0 0 01 Apr 2025
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki LRM KELM 50 0 0 08 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 76 0 0 07 Mar 2025
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable Explanations Lihu Chen Shuojie Fu Gabriel Freedman Cemre Zor Guy Martin James Kinross Uddhav Vaghela Ovidiu Serban Francesca Toni DeLMO 63 0 0 21 Feb 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation Zhaopeng Feng Jiayuan Su Jiamei Zheng Jiahan Ren Yan Zhang Jian Wu Hongwei Wang Zuozhu Liu ELM 198 0 0 21 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 65 2 0 11 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 74 2 0 02 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun-Xiong Xia Tianyi Wu Zhiwei Xue Y. Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 116 13 0 30 Jan 2025
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu Tengyu Xu Di Jin Karthik Abinav Sankararaman Yun He ... Eryk Helenowski Chen Zhu Sinong Wang Hao Ma Han Fang LRM 49 4 0 29 Jan 2025
EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment Xin-Cheng Wen Jiaxin Ye Cuiyun Gao Lianwei Wu Qing Liao 34 0 0 28 Jan 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations Ruosen Li Teerth Patel Xinya Du LLMAG ALM 40 94 0 03 Jan 2025
LLM-based Translation Inference with Iterative Bilingual Understanding Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng T. Zhao Min Zhang LRM 76 5 0 31 Dec 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 106 61 0 25 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney Gagan Bansal Hussein Mozannar Cheng Tan Eduardo Salinas ... Victor C. Dibia Ahmed Hassan Awadallah Ece Kamar Rafah Hosn Saleema Amershi AI4CE LRM LLMAG 38 34 0 07 Nov 2024
Teaching Models to Balance Resisting and Accepting Persuasion Elias Stengel-Eskin Peter Hase Mohit Bansal MU 29 3 0 18 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 46 5 0 15 Oct 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory Yutong Wang Jiali Zeng Xuebo Liu Derek F. Wong Fandong Meng Jie Zhou Min Zhang 65 8 0 10 Oct 2024
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration Zixiang Wang Yinghao Zhu Huiya Zhao Xiaochen Zheng Tianlong Wang ... Yasha Wang Ewen M. Harrison Junyi Gao Liantao Ma Liantao Ma 46 1 0 03 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking Danqing Wang Jianxin Ma Fei Fang Lei Li LLMAG LRM 50 0 0 02 Oct 2024
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Victor Dibia Soundar Srinivasan LRM 31 0 0 18 Aug 2024
Jailbreaking Text-to-Image Models with LLM-Based Agents Yingkai Dong Zheng Li Xiangtao Meng Ning Yu Shanqing Guo LLMAG 31 13 0 01 Aug 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 26 2 0 24 Jun 2024
Evaluating the Performance of Large Language Models via Debates Behrad Moniri Hamed Hassani Edgar Dobriban ELM ALM 33 5 0 16 Jun 2024
DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms Andong Chen Lianzhang Lou Kehai Chen Xuefeng Bai Yang Xiang Muyun Yang Tiejun Zhao Min Zhang VLM 29 12 0 11 Jun 2024
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation Renhao Li Minghuan Tan Derek F. Wong Min Yang LLMAG 19 1 0 11 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 54 42 0 11 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 21 5 0 05 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning Zining Qin Chenhao Wang Huiling Qin Weijia Jia LRM 18 1 0 02 Jun 2024
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation Jiaqi Shao Tianjun Yuan Tao Lin Xuanyu Cao 32 0 0 28 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 114 22 0 20 May 2024
Modeling Emotions and Ethics with Large Language Models Edward Y. Chang 26 1 0 15 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 26 17 0 25 Mar 2024
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs) Kaiqi Yang Yucheng Chu Taylor Darwin Ahreum Han Hang Li Hongzhi Wen Yasemin Copur-Gencturk Jiliang Tang Hui Liu 16 12 0 22 Mar 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments Jen-tse Huang E. Li Man Ho Lam Tian Liang Wenxuan Wang Youliang Yuan Wenxiang Jiao Xing Wang Zhaopeng Tu Michael R. Lyu ELM LLMAG 74 32 0 18 Mar 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 91 12 0 26 Feb 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models Xueliang Zhao Xinting Huang Tingchen Fu Qintong Li Shansan Gong Lemao Liu Wei Bi Lingpeng Kong LRM 31 1 0 21 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 35 10 0 05 Feb 2024
Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game Zijing Shi Meng Fang Shunfeng Zheng Shilong Deng Ling-Hao Chen Yali Du 22 21 0 29 Dec 2023
LLM-SAP: Large Language Models Situational Awareness Based Planning Liman Wang Hanyang Zhong LLMAG 20 2 0 26 Dec 2023
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 22 16 0 24 Dec 2023
Leveraging Large Language Models for Collective Decision-Making Marios Papachristou Longqi Yang Chin-Chia Hsu LLMAG 29 2 0 03 Nov 2023
Multi-Agent Consensus Seeking via Large Language Models Huaben Chen Wenkang Ji Lufeng Xu Shiyu Zhao LM&Ro LLMAG 49 20 0 31 Oct 2023