AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

10 January 2024

Ningyu Zhang

Huajun Chen

Papers citing "AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning"

28 / 28 papers shown

Title
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 36 0 0 12 May 2025
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation Xinchen Wang Pengfei Gao Chao Peng Ruida Hu Cuiyun Gao ELM 28 0 0 18 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 34 1 0 12 Apr 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning Fucai Ke Vijay Kumar B G Xingjian Leng Zhixi Cai Zaid Khan Weiqing Wang P. D. Haghighi H. Rezatofighi Manmohan Chandraker 42 0 0 25 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 113 0 0 16 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction Fenglin Liu Jinge Wu Hongjian Zhou Xiao Gu Soheila Molaei A. Thakur Lei A. Clifton Honghan Wu David A. Clifton LM&MA 39 0 0 05 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps Zhixun Chen Ming Li Y. Huang Yali Du Meng Fang Tianyi Zhou 68 3 0 04 Mar 2025
The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents Yifan Duan Yihong Tang Xuefeng Bai Kehai Chen J. Li Min Zhang LLMAG 84 0 0 28 Feb 2025
WebWalker: Benchmarking LLMs in Web Traversal Jialong Wu Wenbiao Yin Yong-feng Jiang Zhenglin Wang Zekun Xi ... Linhai Zhang Yulan He Deyu Zhou Pengjun Xie Fei Huang 41 5 0 13 Jan 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 80 22 0 10 Jan 2025
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Ziang Ye Z. Zhang Yang Zhang Jianxin Ma Junyang Lin Fuli Feng LRM 79 0 0 19 Dec 2024
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 16 0 0 17 Oct 2024
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device Yicheng Fu R. Anantha Jianpeng Cheng LRM LLMAG 16 2 0 12 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 56 6 0 04 Oct 2024
UI-JEPA: Towards Active Perception of User Intent through Onscreen User Activity Yicheng Fu R. Anantha Prabal Vashisht Jianpeng Cheng Etai Littwin 23 2 0 06 Sep 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems Andrew Zhu Liam Dugan Chris Callison-Burch VLM 32 1 0 05 Aug 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 18 2 0 09 May 2024
Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning Qinhao Zhou Zihan Zhang Xiang Xiang Ke Wang Yuchuan Wu Yongbin Li LLMAG LRM 28 5 0 29 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 42 57 0 14 Mar 2024
BAGEL: Bootstrapping Agents by Guiding Exploration with Language Shikhar Murty Christopher D. Manning Peter Shaw Mandar Joshi Kenton Lee LM&Ro LLMAG 19 14 0 12 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 39 94 0 20 Feb 2024
Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents Renxi Wang Haonan Li Xudong Han Yixuan Zhang Timothy Baldwin LLMAG 14 21 0 18 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 16 4 0 12 Feb 2024
Continual Learning for Large Language Models: A Survey Tongtong Wu Linhao Luo Yuan-Fang Li Shirui Pan Thuy-Trang Vu Gholamreza Haffari CLL LRM KELM 21 101 0 02 Feb 2024
A Multi-Agent Conversational Recommender System Jiabao Fang Shen Gao Pengjie Ren Xiuying Chen Suzan Verberne Zhaochun Ren LLMAG 15 18 0 02 Feb 2024
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 23 51 0 20 Nov 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 96 96 0 09 Oct 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022