ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

19 May 2023

Papers citing "ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings"

50 / 151 papers shown

Title
ScaleMCP: Dynamic and Auto-Synchronizing Model Context Protocol Tools for LLM Agents Elias Lumer Anmol Gulati Vamse Kumar Subbiah Pradeep Honaganahalli Basavaraju James A. Burke 9 0 0 09 May 2025
Advancing and Benchmarking Personalized Tool Invocation for LLMs X. Huang Yuefeng Huang W. Liu Xingshan Zeng Y. Wang Ruiming Tang Hong Xie Defu Lian 40 0 0 07 May 2025
Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Yemin Shi Yu Shu Siwei Dong Guangyi Liu Jaward Sesay Jingwen Li Zhiting Hu AuLLM VLM 32 0 0 05 May 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 79 0 0 29 Apr 2025
CORG: Generating Answers from Complex, Interrelated Contexts Hyunji Lee Franck Dernoncourt Trung H. Bui Seunghyun Yoon 14 0 0 25 Apr 2025
Symbolic Representation for Any-to-Any Generative Tasks J. Chen Xiaoye Zhu Y. Wang Tianyang Liu Xinhui Chen ... Yifei Ke J. Liu Yiwen Yuan Julian McAuley Li Li DiffM 29 0 0 24 Apr 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Z. Wang K. Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 73 1 0 24 Apr 2025
A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents Yuting Huang Leilei Ding Zhipeng Tang Tianfu Wang Xinrui Lin W. Zhang Mingxiao Ma Yanyong Zhang LLMAG 30 0 0 20 Apr 2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning Can Jin Hongwu Peng Qixin Zhang Yujin Tang Dimitris N. Metaxas Tong Che LLMAG LRM 49 2 0 14 Apr 2025
Orchestrating Agents and Data for Enterprise: A Blueprint Architecture for Compound AI Eser Kandogan Nikita Bhutani Dan Zhang Rafael Li Chen Sairam Gurajada Estevam R. Hruschka AIFin 29 0 0 10 Apr 2025
Select Me! When You Need a Tool: A Black-box Text Attack on Tool Selection Liuji Chen Hao Gao Jinghao Zhang Qiang Liu Shu Wu Liang Wang AAML 16 0 0 07 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre X. Chen Heng Ji Dilek Hakkani-Tür Gökhan Tür LM&Ro ELM 43 1 0 07 Apr 2025
Multimodal Agricultural Agent Architecture (MA3): A New Paradigm for Intelligent Agricultural Decision-Making Zhuoning Xu Jian Xu M. Zhang P. Wang Chao Deng Cheng-Lin Liu 21 0 0 07 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 47 2 0 23 Mar 2025
Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models Mengsong Wu Tong Zhu Han Han Xiang Zhang Wenbiao Shao Wenliang Chen LRM 35 1 0 21 Mar 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play Wei Fang Yang Zhang Kaizhi Qian James R. Glass Yada Zhu LLMAG 59 0 0 18 Mar 2025
Alignment for Efficient Tool Calling of Large Language Models Hongshen Xu Zihan Wang Zichen Zhu Lei Pan Xingyu Chen L. Chen Kai Yu 44 0 0 09 Mar 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification Xuan Zhang Yongliang Shen Zhe Zheng Linjuan Wu Wenqi Zhang Yuchen Yan Qiuying Peng J. Wang Weiming Lu KELM 67 1 0 03 Mar 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang S. Zhang 38 1 0 17 Feb 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 83 10 0 06 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 71 13 0 03 Jan 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 65 12 0 03 Jan 2025
The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents Feiran Jia Tong Wu Xin Qin Anna Squicciarini LLMAG AAML 80 4 0 21 Dec 2024
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Haozhao Wang Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 107 1 0 18 Dec 2024
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 64 7 0 17 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Yuanhao Shen Xiaodan Zhu L. Chen 79 0 0 11 Dec 2024
The BrowserGym Ecosystem for Web Agent Research Thibault Le Sellier De Chezelles Maxime Gasse Alexandre Lacoste Alexandre Drouin Massimo Caccia ... Siva Reddy Quentin Cappart Graham Neubig Ruslan Salakhutdinov Nicolas Chapados LLMAG 92 9 0 06 Dec 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu J. Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 83 0 0 25 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 31 0 0 14 Nov 2024
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant Chengyou Jia Minnan Luo Zhuohang Dang Qiushi Sun Fangzhi Xu Junlin Hu Tianbao Xie Zhiyong Wu LLMAG 19 6 0 24 Oct 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option Konstantin Yakovlev Sergey I. Nikolenko A. Bout 16 0 0 15 Oct 2024
QEFT: Quantization for Efficient Fine-Tuning of LLMs Changhun Lee Jun-gyu Jin Younghyun Cho Eunhyeok Park MQ 21 0 0 11 Oct 2024
Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines Junyu Lai Jiahe Xu Yao Yang Yunpeng Huang Chun Cao Jingwei Xu LRM 16 2 0 10 Oct 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction Hongru Wang Rui Wang Boyang Xue Heming Xia Jingtao Cao Zeming Liu Jeff Z. Pan Kam-Fai Wong ALM 17 8 0 10 Oct 2024
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Ji-Rong Wen 51 9 0 10 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 45 6 0 04 Oct 2024
LLM With Tools: A Survey Zhuocheng Shen 23 8 0 24 Sep 2024
LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning Haoming Li Zhaoliang Chen Jonathan Zhang Fei Liu LM&Ro LLMAG LRM 31 4 0 03 Sep 2024
The Compressor-Retriever Architecture for Language Model OS Yuan Yang Siheng Xiong Ehsan Shareghi Faramarz Fekri RALM KELM 15 1 0 02 Sep 2024
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 41 2 0 25 Aug 2024
1.5-Pints Technical Report: Pretraining in Days, Not Months -- Your Language Model Thrives on Quality Data Calvin Tan Jerome Wang ALM 25 2 0 07 Aug 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval Yanfei Chen Jinsung Yoon Devendra Singh Sachan Qingze Wang Vincent Cohen-Addad M. Bateni Chen-Yu Lee Tomas Pfister 14 5 0 03 Aug 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 42 18 0 29 Jul 2024
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents Arya Bulusu Brandon Man Ashish Jagmohan Aditya Vempaty Jennifer Mari-Wyka Deepak Akkil 20 2 0 24 Jul 2024
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? Ori Yoran S. Amouyal Chaitanya Malaviya Ben Bogin Ofir Press Jonathan Berant LLMAG 35 30 0 22 Jul 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 18 1 0 03 Jul 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Sujan Dutta Sayantan Mahinder R. Anantha Bortik Bandyopadhyay ALM 21 4 0 28 Jun 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yun Ma LLMAG 24 9 0 28 Jun 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models Qiancheng Xu Yongqi Li Heming Xia Wenjie Li KELM 21 4 0 25 Jun 2024
Can LLMs Reason in the Wild with Programs? Yuan Yang Siheng Xiong Ali Payani Ehsan Shareghi Faramarz Fekri LRM 19 13 0 19 Jun 2024