Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents

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Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents

26 May 2024

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Papers citing "Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents"

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Title
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models Zhicheng Guo Sijie Cheng Hao Wang Shihao Liang Yujia Qin Peng Li Zhiyuan Liu Maosong Sun Yang Liu ELM 125 28 0 12 Mar 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification Dheeraj Mekala Jason Weston Jack Lanchantin Roberta Raileanu Maria Lomeli Jingbo Shang Jane Dwivedi-Yu 34 12 0 21 Feb 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 103 86 0 01 Jan 2024
Experiential Co-Learning of Software-Developing Agents Cheng Qian Yufan Dang Jiahao Li Wei Liu Zihao Xie ... Cheng Yang Xin Cong Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 76 44 0 28 Dec 2023
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 68 86 0 08 Nov 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Hao Peng Heng Ji LLMAG KELM 95 65 0 29 Sep 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 99 215 0 20 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 122 43 0 01 Aug 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 87 75 0 25 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 84 556 0 24 May 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 84 30 0 17 May 2023
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action Zhengyuan Yang Linjie Li Jianfeng Wang Kevin Qinghong Lin E. Azarnasab Faisal Ahmed Zicheng Liu Ce Liu Michael Zeng Lijuan Wang ReLM KELM LRM 101 386 0 20 Mar 2023