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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

31 March 2023

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Papers citing "CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society"

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Title
MARLIN: Multi-Agent Reinforcement Learning Guided by Language-Based Inter-Robot Negotiation Toby Godfrey William Hunt Mohammad D. Soorati 159 1 0 18 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 85 6 0 17 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 116 4 0 17 Oct 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 84 1 0 17 Oct 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 167 2 0 17 Oct 2024
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance Yaojie Lu Shenzhi Yang Cheng Qian Guirong Chen Qinyu Luo ... Weiwen Liu Yasheng Wang Zhiyuan Liu Fangming Liu Maosong Sun LLMAG 56 11 0 16 Oct 2024
Personality-Guided Code Generation Using Large Language Models Y. Guo Zhenpeng Chen Jing Zhang Yang Liu Yudong Han 105 0 0 16 Oct 2024
MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration Jinjie Wei Dingkang Yang Yanshu Li Qingyao Xu Zhaoyu Chen ... Yue Jiang Yakun Ju Wei Zhou Yang Liu Lihua Zhang 66 4 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 Sihang Li Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 201 20 0 15 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright Ge Li Nigel Shadbolt Michael Wooldridge Philip Torr GNN AIFin 83 15 0 14 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 75 6 0 14 Oct 2024
Language Model Preference Evaluation with Multiple Weak Evaluators Zhengyu Hu Jieyu Zhang Zhihan Xiong Alexander Ratner Hui Xiong Ranjay Krishna 181 5 0 14 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan AI4CE LLMAG 85 2 0 11 Oct 2024
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models Xiawei Liu Shiyue Yang Xinnong Zhang Haoyu Kuang Libo Sun Yihang Yang Siming Chen Xuanjing Huang Zhongyu Wei 75 3 0 10 Oct 2024
COMMA: A Communicative Multimodal Multi-Agent Benchmark Timothy Ossowski Jixuan Chen Danyal Maqbool Zefan Cai Tyler Bradshaw Junjie Hu VLM 98 3 0 10 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 144 9 0 10 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 173 1 0 09 Oct 2024
ING-VP: MLLMs cannot Play Easy Vision-based Games Yet Haoran Zhang Hangyu Guo Shuyue Guo Meng Cao Wenhao Huang Jiaheng Liu Ge Zhang VLM MLLM LRM 85 3 0 09 Oct 2024
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild Xinyu Zhao Guoheng Sun Ruisi Cai Yukun Zhou Pingzhi Li ... Binhang Yuan Hongyi Wang Ang Li Zhangyang Wang Tianlong Chen MoMe ALM 143 5 0 07 Oct 2024
MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems Zhentao Xie Jiabao Zhao Yilei Wang Jinxin Shi Yanhong Bai Xingjiao Wu Liang He LLMAG 36 0 0 06 Oct 2024
Geometric Collaborative Filtering with Convergence Hisham Husain Julien Monteil FedML 165 9 0 04 Oct 2024
Steering Large Language Models between Code Execution and Textual Reasoning Yongchao Chen Harsh Jhamtani Srinagesh Sharma Chuchu Fan Chi Wang LLMAG LRM 154 9 0 04 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 92 20 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 412 10 0 03 Oct 2024
SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks Tianhao Li Jingyu Lu Chuangxin Chu Tianyu Zeng Yujia Zheng ... Xuejing Yuan Xingkai Wang Keyan Ding Huajun Chen Qiang Zhang ELM 99 5 0 02 Oct 2024
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Sihang Li Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 77 2 0 02 Oct 2024
Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process Xingyu Ji Jiale Liu Lu Li Maojun Wang Zeyu Zhang 81 1 0 02 Oct 2024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks Xingxuan Li Weiwen Xu Ruochen Zhao Fangkai Jiao Shafiq Joty Lidong Bing LRM 112 11 0 02 Oct 2024
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface Wenyue Hua Mengting Wan Shashank Vadrevu Ryan Nadel Yongfeng Zhang Chi Wang LLMAG 76 2 0 30 Sep 2024
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows Wenlin Yao Haitao Mi Dong Yu LRM AI4CE 104 8 0 25 Sep 2024
AQA: Adaptive Question Answering in a Society of LLMs via Contextual Multi-Armed Bandit Mohanna Hoveyda A. D. Vries Maarten de Rijke Harrie Oosterhuis Faegheh Hasibi 51 3 0 20 Sep 2024
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 83 7 0 05 Sep 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models Yuncheng Yang Yulei Qin Tong Wu Zihan Xu Gang Li ... Yuchen Shi Ke Li Xing Sun Jie Yang Yun Gu ALM OffRL MoE 123 0 0 28 Aug 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations Yucheng Jiang Yijia Shao Dekun Ma Sina J. Semnani Monica S. Lam LLMAG 86 20 0 27 Aug 2024
AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems Chi-Min Chan Jianxuan Yu Weize Chen Chunyang Jiang Xinyu Liu Weijie Shi Zhiyuan Liu Wei Xue Yike Guo LLMAG 85 3 0 27 Aug 2024
SONICS: Synthetic Or Not -- Identifying Counterfeit Songs Md Awsafur Rahman Zaber Ibn Abdul Hakim Najibul Haque Sarker Bishmoy Paul S. Fattah 162 11 0 26 Aug 2024
Building and better understanding vision-language models: insights and future directions Hugo Laurençon Andrés Marafioti Victor Sanh Léo Tronchon VLM 138 78 0 22 Aug 2024
MEDCO: Medical Education Copilots Based on A Multi-Agent Framework Hao Wei Jianing Qiu Haibao Yu Wu Yuan 109 18 0 22 Aug 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework Zhifei Xie Daniel Tang Dingwei Tan Jacques Klein Tegawend F. Bissyand Saad Ezzini VGen 89 10 0 21 Aug 2024
MegaAgent: A Practical Framework for Autonomous Cooperation in Large-Scale LLM Agent Systems Qian Wang Tianyu Wang Qinbin Li Jingsheng Liang Bingsheng He LLMAG AIFin 92 0 0 19 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 84 6 0 18 Aug 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 50 0 0 16 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavaš Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 225 2 0 14 Aug 2024
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents Kexun Zhang Weiran Yao Zuxin Liu Yihao Feng Zhiwei Liu ... Yingbo Zhou Shelby Heinecke Silvio Savarese Huan Wang Caiming Xiong LLMAG 129 21 0 13 Aug 2024
AutoGen Studio: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems Victor C. Dibia Jingya Chen Gagan Bansal Suff Syed Adam Fourney Erkang Zhu Chi Wang Saleema Amershi LLMAG 45 6 0 09 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 119 9 0 08 Aug 2024
1.5-Pints Technical Report: Pretraining in Days, Not Months -- Your Language Model Thrives on Quality Data Calvin Tan Jerome Wang ALM 119 3 0 07 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 158 37 0 05 Aug 2024
Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate Zheng Lin Zhenxing Niu Zhibin Wang Yinghui Xu 72 8 0 30 Jul 2024
Identity-Driven Hierarchical Role-Playing Agents Libo Sun Siyuan Wang Xuanjing Huang Zhongyu Wei LLMAG AI4CE 103 9 0 28 Jul 2024