Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

3 October 2023

Jintian Zhang

Xin Xu

Ningyu Zhang

Ruibo Liu

Bryan Hooi

Shumin Deng

LLMAG

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Papers citing "Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View"

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AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research Renqi Chen Haoyang Su Shixiang Tang Zhenfei Yin Qi Wu Hui Li Ye Sun Nanqing Dong Wanli Ouyang Philip Torr AI4CE 2 0 0 17 May 2025
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News Yuhan Liu Yong-Jin Liu Xiaoqing Zhang Xiuying Chen Rui Yan LLMAG 43 0 0 13 May 2025
Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting? Yuxuan Zhang Yangyang Feng Daifeng Li Kexin Zhang Junlan Chen Bowen Deng LLMAG AI4TS 42 0 0 14 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 45 1 0 12 Apr 2025
Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability Jennifer Haase P. Hanel Sebastian Pokutta ALM LRM 67 0 0 10 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 36 2 0 04 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Qing Guo William Wang 87 1 0 02 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 1 0 01 Apr 2025
PAARS: Persona Aligned Agentic Retail Shoppers Saab Mansour Leonardo Perelli Lorenzo Mainetti George Davidson Stefano DÁmato 54 0 0 31 Mar 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 159 0 0 28 Mar 2025
Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps Yu Cui Bryan Hooi Yujun Cai Yiwei Wang LRM 40 3 0 25 Mar 2025
ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews Xian Gao Jiacheng Ruan Jingsheng Gao Ting Liu Yuzhuo Fu 46 1 0 11 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making Yitong Luo Hou Hei Lam Ziang Chen Zhenliang Zhang Xue Feng 72 0 0 06 Mar 2025
LLM as a Broken Telephone: Iterative Generation Distorts Information Amr Mohamed Mingmeng Geng Michalis Vazirgiannis Guokan Shang 78 1 0 27 Feb 2025
Multi-LLM Collaborative Search for Complex Problem Solving Sen Yang Yafu Li Wai Lam Yu Cheng LLMAG LRM 68 1 0 26 Feb 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 61 11 0 24 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju Binghui Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 36 0 0 24 Feb 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 42 0 0 23 Feb 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 61 0 0 17 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng Kaidi Wang Shuyue Hu Lei Bai 92 2 0 11 Feb 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 95 28 0 10 Jan 2025
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Shuaihang Chen Yuanxing Liu Wei Han Weinan Zhang Ting Liu LLMAG AI4CE 48 2 0 08 Jan 2025
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models Kaleem Ullah Qasim Jiashu Zhang Tariq Alsahfi Ateeq Ur Rehman Butt LRM ReLM 67 1 0 03 Jan 2025
Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models Chengyan Wu Bolei Ma Zheyu Zhang Ningyuan Deng Yanqing He Yun Xue LRM 82 0 0 17 Dec 2024
Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications Raphael Shu Nilaksh Das Michelle Yuan Monica Sunkara Yi Zhang LLMAG 94 2 0 06 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 86 13 0 04 Dec 2024
Project Sid: Many-agent simulations toward AI civilization Altera. AL Andrew Ahn Nic Becker Stephanie Carroll Nico Christie ... Shuying Luo Peter Y Wang Mathew Willows Feitong Yang Guangyu Robert Yang LLMAG LM&Ro AI4CE 61 13 0 31 Oct 2024
Analyzing Nobel Prize Literature with Large Language Models Yang Zhenyuan Liu Zhengliang Zhang Jing Lu Cen Tai Jiaxin ... Ge Bao Zhang Wei Qiang Ning Zhang Tuo Liu Tianming 33 3 0 22 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 38 5 0 21 Oct 2024
Conformity in Large Language Models Xiaochen Zhu Caiqi Zhang Tom Stafford Nigel Collier Andreas Vlachos 51 0 0 16 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Xinfeng Li Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 51 7 0 15 Oct 2024
FairMindSim: Alignment of Behavior, Emotion, and Belief in Humans and LLM Agents Amid Ethical Dilemmas Yu Lei Hao Liu Chengxing Xie Songjia Liu Zhiyu Yin Canyu Chen Ge Li Philip Torr Zhen Wu 36 3 0 14 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Xinfeng Li Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 34 9 0 03 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 45 7 0 03 Oct 2024
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Junfeng Fang Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 41 2 0 02 Oct 2024
Re-Thinking Process Mining in the AI-Based Agents Era Alessandro Berti Mayssa Maatallah U. Jessen Michal Sroka S. Ghannouchi LLMAG 25 3 0 14 Aug 2024
Identity-Driven Hierarchical Role-Playing Agents Libo Sun Siyuan Wang Xuanjing Huang Zhongyu Wei LLMAG AI4CE 47 7 0 28 Jul 2024
PersonaGym: Evaluating Persona Agents and LLMs Vinay Samuel Henry Peng Zou Yue Zhou Shreyas Chaudhari Ashwin Kalyan Tanmay Rajpurohit Ameet Deshpande Karthik Narasimhan Vishvak Murahari LLMAG 50 22 0 25 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 55 28 0 22 Jul 2024
Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents Yulong Yang Xinshan Yang Shuaidong Li Chenhao Lin Zhengyu Zhao Chao Shen Tianwei Zhang 48 1 0 12 Jul 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu Zhiyuan Yao Haohang Li Zhiyang Deng Yupeng Cao ... Guojun Xiong Yueru He Jimin Huang Dong Li Qianqian Xie AIFin LLMAG 42 14 0 09 Jul 2024
MentalAgora: A Gateway to Advanced Personalized Care in Mental Health through Multi-Agent Debating and Attribute Control Yeonji Lee Sangjun Park Kyunghyun Cho Jinyeong Bak 39 1 0 03 Jul 2024
Simulating Classroom Education with LLM-Empowered Agents Zheyuan Zhang Daniel Zhang-Li Jifan Yu Linlu Gong Jinchang Zhou Zhiyuan Liu Lei Hou Juanzi Li LLMAG 52 53 0 27 Jun 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models Zhanyue Qin Haochuan Wang Deyuan Liu Ziyang Song Cunhang Fan ... Zhen Lei Zhiying Tu Dianhui Chu Xiaoyan Yu Dianbo Sui ELM LRM 56 1 0 24 Jun 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate Alfonso Amayuelas Xianjun Yang Antonis Antoniades Wenyue Hua Liangming Pan William Wang AAML LLMAG 35 10 0 20 Jun 2024
InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context Ziyi Liu Abhishek Anand Pei Zhou Jen-tse Huang Jieyu Zhao 83 6 0 18 Jun 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models Bolei Ma Xinpeng Wang Tiancheng Hu Anna Haensch Michael A. Hedderich Barbara Plank Frauke Kreuter ALM 37 2 0 16 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 41 99 0 07 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 65 12 0 06 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 50 57 0 03 Jun 2024