Title
The Online Patch Redundancy Eliminator (OPRE): A novel approach to online agnostic continual learning using dataset compression Raphaël Bayle Martial Mermillod Robert M. French CLL 177 0 0 11 Nov 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 320 43 0 14 Mar 2025
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 366 78 0 05 Aug 2024
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks Chengrui Huang Zhengliang Shi Yuntao Wen Xiuying Chen Peng Han Shen Gao Shuo Shang 203 2 0 03 Jul 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang D. Yin Jun Xu Jirong Wen LLMAG 320 203 0 28 May 2024
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey Tula Masterman Sandi Besen Mason Sawtell Alex Chao LM&Ro LLMAG 314 127 0 17 Apr 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi D. Yin Sudipta Singha Roy Suzan Verberne Zhaochun Ren LLMAG 355 50 0 05 Mar 2024
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs Yulong Liu Yunlong Yuan Chunwei Wang Jianhua Han Yongqiang Ma Li Zhang Nanning Zheng Hang Xu LLMAG 124 11 0 28 Feb 2024
EASYTOOL: Enhancing LLM-based Agents with Concise Tool InstructionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Yongliang Shen Ren Kan Dongsheng Li Deqing Yang LLMAG 238 110 0 11 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi R. Fung ... Xu Cao Xingyao Wang Yiquan Wang Chenhui Xu Chengxiang Zhai LLMAG ELM 444 112 0 01 Jan 2024
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Yuan Yao Heng Ji LLMAG KELM 372 101 0 29 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language FeedbackInternational Conference on Learning Representations (ICLR), 2023 Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 424 249 0 19 Sep 2023
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases Qiaoyu Tang Ziliang Deng Hongyu Lin Xianpei Han Qiao Liang Boxi Cao Le Sun CLL SyDa 258 277 0 08 Jun 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based ReasoningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 327 214 0 31 Jan 2023
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 1.3K 1,073 0 22 Nov 2022
Binding Language Models in Symbolic LanguagesInternational Conference on Learning Representations (ICLR), 2022 Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 406 265 0 06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language ModelsInternational Conference on Learning Representations (ICLR), 2022 Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 2.0K 5,064 0 06 Oct 2022