AutoAgents: A Framework for Automatic Agent Generation

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AutoAgents: A Framework for Automatic Agent Generation

International Joint Conference on Artificial Intelligence (IJCAI), 2023

29 September 2023

Ge Zhang

Börje F. Karlsson

ArXiv (abs)PDF HTML HuggingFace (5 upvotes)Github (1363★)

Papers citing "AutoAgents: A Framework for Automatic Agent Generation"

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Title
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 171 11 0 06 Feb 2024
More Agents Is All You Need Junyou Li Qin Zhang Yangbin Yu Qiang Fu Deheng Ye LLMAG 351 108 0 03 Feb 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 219 108 0 23 Jan 2024
Large Language Model based Multi-Agents: A Survey of Progress and ChallengesInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 436 589 0 21 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-PlanningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 253 65 0 10 Jan 2024
AFSPP: Agent Framework for Shaping Preference and Personality with Large Language Models Zihong He Changwang Zhang LLMAG 158 5 0 05 Jan 2024
XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model Zhitao Wang Wei Wang Zirao Li Long Wang Can Yi Xinjie Xu Luyang Cao Hanjing Su Shouzhi Chen Jun Zhou ALM LLMAG 134 13 0 05 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 391 93 0 04 Jan 2024
LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination Jijia Liu Chao Yu Jiaxuan Gao Yuqing Xie Qingmin Liao Yi Wu Yu Wang LLMAG LM&Ro 340 55 0 23 Dec 2023
RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models Meiling Tao Xuechen Liang Tianyu Shi Lei Yu Yiting Xie 195 7 0 17 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 504 46 0 17 Dec 2023
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents Qinghua Lu Liming Zhu Xiwei Xu Zhenchang Xing Stefan Harrer Jon Whittle LM&Ro AI4CE LLMAG 301 19 0 22 Nov 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu Gagan Bansal Jieyu Zhang Yiran Wu Beibin Li ... Jiale Liu Ahmed Hassan Awadallah Ryen W. White Doug Burger Chi Wang LLMAG AI4CE 287 845 0 16 Aug 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 570 73 0 12 Jun 2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts Benfeng Xu An Yang Junyang Lin Quang Wang Chang Zhou Yongdong Zhang Zhendong Mao ALM 282 178 0 24 May 2023