CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets

29 September 2023

Heng Ji

Papers citing "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"

50 / 51 papers shown

Title
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 39 0 0 13 May 2025
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 26 0 0 09 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg H. Wang Qingyun Wu 41 0 0 06 May 2025
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs Paiheng Xu Gang Wu Xiang Chen Tong Yu Chang Xiao Franck Dernoncourt Dinesh Manocha Wei Ai Viswanathan Swaminathan OffRL 57 1 0 29 Apr 2025
Prompt Injection Attack to Tool Selection in LLM Agents Jiawen Shi Zenghui Yuan Guiyao Tie Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 51 0 0 28 Apr 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Dinesh Manocha Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 48 0 0 15 Apr 2025
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Boyuan Zheng Michael Y. Fatemi Xiaolong Jin Zihan Wang Apurva Gandhi ... Yu Gu Jayanth Srinivasa Gaowen Liu Graham Neubig Yu Su CLL 43 1 0 09 Apr 2025
Attention-Aware Multi-View Pedestrian Tracking Reef Alturki Adrian Hilton Jean-Yves Guillemaut 51 0 0 03 Apr 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang S. Zhang 62 1 0 17 Feb 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation Cheng Qian Emre Can Acikgoz H. Wang Xiusi Chen Avirup Sil Dilek Hakkani-Tur Gokhan Tur Heng Ji LLMAG KELM LRM 71 4 0 17 Feb 2025
LLM Agents Making Agent Tools Georg Wolflein Dyke Ferber Daniel Truhn Ognjen Arandjelovic Jakob Nikolas Kather LLMAG 55 4 0 17 Feb 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models Hanxing Ding Shuchang Tao Liang Pang Zihao Wei Jinyang Gao Bolin Ding Huawei Shen Xueqi Chen LLMAG KELM 79 2 0 17 Feb 2025
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks Zhenhailong Wang Haiyang Xu Junyang Wang Xi Zhang Ming Yan J. Zhang Fei Huang Heng Ji 43 9 0 20 Jan 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 88 12 0 06 Jan 2025
Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 78 1 0 29 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 46 0 0 14 Nov 2024
DynaSaur: Large Language Agents Beyond Predefined Actions Dang Nguyen Viet Dac Lai Seunghyun Yoon Ryan Rossi Handong Zhao ... Nedim Lipka Yu-Chiang Frank Wang Trung H. Bui Franck Dernoncourt Dinesh Manocha LM&Ro ELM LLMAG 62 6 0 04 Nov 2024
EcoAct: Economic Agent Determines When to Register What Action Shaokun Zhang Jieyu Zhang Dujian Ding Mirian Hipolito Garcia Ankur Mallick Daniel Madrigal Menglin Xia Victor Rühle Qingyun Wu Chi Wang LLMAG 53 4 0 03 Nov 2024
Library Learning Doesn't: The Curious Case of the Single-Use "Library" Ian Berlot-Attwell Frank Rudzicz Xujie Si 37 1 0 26 Oct 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 78 20 0 29 Jul 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 32 2 0 26 Jul 2024
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation Chun-Yi Kuan Chih-Kai Yang Wei-Ping Huang Ke-Han Lu Hung-yi Lee 55 7 0 13 Jul 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 71 10 0 29 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 34 83 0 28 May 2024
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents Zhengliang Shi Shen Gao Xiuyi Chen Yue Feng Lingyong Yan Haibo Shi Dawei Yin Zhumin Chen Suzan Verberne LLMAG 47 6 0 26 May 2024
Why Tabular Foundation Models Should Be a Research Priority B. V. Breugel M. Schaar LMTD VLM AI4CE 39 33 0 02 May 2024
Advancing LLM Reasoning Generalists with Preference Trees Lifan Yuan Ganqu Cui Hanbin Wang Ning Ding Xingyao Wang ... Zhenghao Liu Bowen Zhou Hao Peng Zhiyuan Liu Maosong Sun LRM 45 101 0 02 Apr 2024
PropTest: Automatic Property Testing for Improved Visual Programming Jaywon Koo Ziyan Yang Paola Cascante-Bonilla Baishakhi Ray Vicente Ordonez LRM 29 2 0 25 Mar 2024
What Are Tools Anyway? A Survey from the Language Model Perspective Zhiruo Wang Zhoujun Cheng Hao Zhu Daniel Fried Graham Neubig 68 27 0 18 Mar 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation Xueqing Wu Rui Zheng Jingzhen Sha Te-Lin Wu Hanyu Zhou Mohan Tang Kai-Wei Chang Nanyun Peng Haoran Huang 55 2 0 04 Mar 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 59 61 0 28 Feb 2024
Empowering Large Language Model Agents through Action Learning Haiteng Zhao Chang Ma Guoyin Wang Jing Su Lingpeng Kong Jingjing Xu Zhi-Hong Deng Hongxia Yang LM&Ro LLMAG 57 9 0 24 Feb 2024
Large Multimodal Agents: A Survey Junlin Xie Zhihong Chen Ruifei Zhang Xiang Wan Guanbin Li LM&Ro LLMAG 37 39 0 23 Feb 2024
AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning Qiao Jin Zhizheng Wang Yifan Yang Qingqing Zhu Donald Wright ... W. Wilbur Zhe He Andrew Taylor Qingyu Chen Zhiyong Lu ELM 21 10 0 20 Feb 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 Dinesh Manocha KELM VLM 44 102 0 20 Feb 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning Yubo Ma Zhibin Gou Junheng Hao Ruochen Xu Shuohang Wang ... Yujiu Yang Yixin Cao Aixin Sun Hany Awadalla Weizhu Chen RALM LRM LLMAG 45 21 0 18 Feb 2024
Offline Training of Language Model Agents with Functions as Learnable Weights Shaokun Zhang Jieyu Zhang Jiale Liu Linxin Song Chi Wang Ranjay Krishna Qingyun Wu LLMAG LM&Ro AIFin 43 12 0 17 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 40 132 0 01 Feb 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 25 13 0 29 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 51 65 0 23 Jan 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks Zhiruo Wang Daniel Fried Graham Neubig 25 19 0 23 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 29 27 0 13 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 26 75 0 01 Jan 2024
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation Yangyi Chen Xingyao Wang Manling Li Derek Hoiem Heng Ji 30 11 0 22 Nov 2023
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 42 53 0 20 Nov 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl Edwards Manling Li ... Yi R. Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 41 5 0 31 Oct 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 133 142 0 19 Sep 2023
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models Cheng Qian Chi Han Yi R. Fung Yujia Qin Zhiyuan Liu Heng Ji LRM 20 30 0 23 May 2023
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 118 79 0 11 Oct 2022