Assessing Collective Reasoning in Multi-Agent LLMs via Hidden Profile Tasks

15 May 2025

Papers citing "Assessing Collective Reasoning in Multi-Agent LLMs via Hidden Profile Tasks"

6 / 6 papers shown

Title
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems Shaokun Zhang Ming Yin Jieyu Zhang Jing Liu Zhiguang Han ... Beibin Li Chi Wang Hongru Wang Yuxiao Chen Qingyun Wu 179 7 0 30 Apr 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 234 39 0 17 Mar 2025
Spontaneous Giving and Calculated Greed in Language Models Yuxuan Li Hirokazu Shirado ReLM LRM AI4CE 108 2 0 24 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Yongqian Li AI4CE 181 24 0 12 Feb 2025
Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models Yuxuan Li Hirokazu Shirado Sauvik Das 60 5 0 29 Jan 2025
Agent Laboratory: Using LLM Agents as Research Assistants Samuel Schmidgall Yusheng Su Zihan Wang Xingwu Sun Jialian Wu Xiaodong Yu Jiang Liu Michael Moor Zicheng Liu Emad Barsoum LLMAG 104 60 2 08 Jan 2025