Gorilla: Large Language Model Connected with Massive APIs

24 May 2023

Tianjun Zhang

Papers citing "Gorilla: Large Language Model Connected with Massive APIs"

50 / 413 papers shown

Title
Cost-Efficient Serving of LLM Agents via Test-Time Plan Caching Qizheng Zhang Michael Wornow Kunle Olukotun 19 0 0 17 Jun 2025
NaSh: Guardrails for an LLM-Powered Natural Language Shell Bimal Raj Gyawali Saikrishna Achalla Konstantinos Kallas Sam Kumar 17 0 0 16 Jun 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks Zhou Chen Zhiqiang Wei Yuqi Bai Xue Xiong Jianmin Wu 3DV 19 0 0 14 Jun 2025
Interaction, Process, Infrastructure: A Unified Architecture for Human-Agent Collaboration Yun Wang Yan Lu AI4CE 17 0 0 13 Jun 2025
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Shiting Huang Zhen Fang Zehui Chen Siyu Yuan Junjie Ye Y. Zeng Lin Yen-Chen Qi Mao Feng Zhao LLMAG KELM 34 0 0 11 Jun 2025
ORFS-agent: Tool-Using Agents for Chip Design Optimization Amur Ghose Andrew B. Kahng Sayak Kundu Zhiang Wang AI4CE 23 0 0 10 Jun 2025
Design Patterns for Securing LLM Agents against Prompt Injections Luca Beurer-Kellner Beat Buesser Ana-Maria Creţu Edoardo Debenedetti Daniel Dobos Daniel Fabian ... Daniel Naeff Ezinwanne Ozoani Andrew Paverd F. Tramèr Václav Volhejn LLMAG SILM AAML 40 0 0 10 Jun 2025
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents Subhrangshu Nandi Arghya Datta Nikhil Vichare Indranil Bhattacharya Huzefa Raja ... Aaron Chan Man Ho Woo Amar Kandola Brandon Theresa Francesco Carbone LLMAG 20 0 0 09 Jun 2025
hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation Charles Hong Brendan Roberts Huijae An Alex Um Advay Ratan Y. Shao 124 0 0 05 Jun 2025
Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution Meysam Alizadeh Zeynab Samei Daria Stetsenko Fabrizio Gilardi SILM 57 0 0 01 Jun 2025
MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Xiang Fei Xiawu Zheng Hao Feng LLMAG 67 0 0 01 Jun 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions Beong-woo Kwak Minju Kim Dongha Lim Hyungjoo Chae Dongjin Kang Sunghwan Kim Dongil Yang Jinyoung Yeo LLMAG RALM 79 0 0 29 May 2025
ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks Akashah Shabbir Muhammad Akhtar Munir Akshay Dudhane Muhammad Umer Sheikh M. H. Khan Paolo Fraccaro Juan Bernabé-Moreno Fahad Shahbaz Khan Salman Khan LLMAG ELM 64 0 0 29 May 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents Taro Yano Yoichi Ishibashi Masafumi Oyamada LM&Ro 64 1 0 28 May 2025
Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking Yihan Chen Benfeng Xu Xiaorui Wang Yongdong Zhang Zhendong Mao LLMAG 38 0 0 26 May 2025
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Chengrui Huang Shen Gao Zhengliang Shi Dongsheng Wang Shuo Shang 64 0 0 26 May 2025
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement Bingguang Hao Maolin Wang Zengzhuang Xu Cunyin Peng Yicheng Chen Xiangyu Zhao Jinjie Gu Chenyi Zhuang ReLM LRM 115 0 0 26 May 2025
VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection Zeyi Huang Zeyi Huang Anirudh Sundara Rajan Zefan Cai Wen Xiao Junjie Hu Yong Jae Lee 75 0 0 26 May 2025
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 57 1 0 25 May 2025
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS Kai Mei Xi Zhu Hang Gao Shuhang Lin Yongfeng Zhang 223 0 0 24 May 2025
Gaming Tool Preferences in Agentic LLMs Kazem Faghih Wenxiao Wang Yize Cheng Siddhant Bharti Gaurang Sriramanan S. Balasubramanian Parsa Hosseini Soheil Feizi LLMAG KELM 123 0 0 23 May 2025
T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning Amartya Chakraborty Paresh Dashore Nadia Bathaee Anmol Jain Anirban Das Shi-Xiong Zhang Sambit Sahu Milind Naphade Genta Indra Winata LLMAG 112 0 0 22 May 2025
MCP-RADAR: A Multi-Dimensional Benchmark for Evaluating Tool Use Capabilities in Large Language Models Xuanqi Gao Siyi Xie Juan Zhai Shqing Ma Chao Shen ELM 123 0 0 22 May 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges Cheng Qian Hongyi Du Hongru Wang Xiusi Chen Yuji Zhang Avirup Sil Chengxiang Zhai Kathleen McKeown Heng Ji LLMAG 70 2 0 21 May 2025
Procedural Environment Generation for Tool-Use Agents Michael Sullivan Mareike Hartmann Alexander Koller SyDa 23 0 0 21 May 2025
RRTL: Red Teaming Reasoning Large Language Models in Tool Learning Yifei Liu Yu Cui Haibin Zhang LRM 127 0 0 21 May 2025
Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Jinghui Lu Haiyang Yu Siliang Xu Shiwei Ran Guozhi Tang ... Teng Fu Hao Feng Jingqun Tang Hongru Wang Can Huang LRM 113 3 0 21 May 2025
A Challenge to Build Neuro-Symbolic Video Agents Sahil Shah Harsh Goel Sai Shankar Narasimhan Minkyu Choi S P Sharan Oguzhan Akcin Sandeep Chinchali AI4TS 78 0 0 20 May 2025
DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery Kun Li Zhennan Wu Shoupeng Wang Wenbin Hu LLMAG LM&MA 58 0 0 20 May 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Hongru Wang Wenyu Huang Yufei Wang Yuanhao Xi Jianqiao Lu Huan Zhang Nan Hu Zeming Liu Jeff Z. Pan Kam-Fai Wong LLMAG 101 0 0 19 May 2025
Ambiguity Resolution in Text-to-Structured Data Mapping Zhibo Hu Chen Wang Yanfeng Shu Hye-Young Paik Liming Zhu 73 0 0 16 May 2025
ShiQ: Bringing back Bellman to LLMs Pierre Clavier Nathan Grinsztajn Raphaël Avalos Yannis Flet-Berliac Irem Ergun ... Eugene Tarassov Olivier Pietquin Pierre Harvey Richemond Florian Strub Matthieu Geist OffRL 68 0 0 16 May 2025
TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes Chao Zhang Shaolei Zhang Quehuan Liu Sibei Chen Tong Li Ju Fan 63 0 0 16 May 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs Vibha Belavadi Tushar Vatsa Dewang Sultania Suhas Suresha Ishita Verma Chong Chen Tracy Holloway King Michael Friedrich SyDa 126 0 0 15 May 2025
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval Mingxu Tao Bowen Tang Mingxuan Ma Yining Zhang Hourun Li Feifan Wen Hao Ma Jia-Qi Yang 56 0 0 13 May 2025
TRAIL: Trace Reasoning and Agentic Issue Localization Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian 137 0 0 13 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 133 1 0 13 May 2025
ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution Xiaolin Huang Weiwen Liu Xingshan Zeng Yanhua Huang Xinlong Hao ... Yirong Zeng Chuhan Wu Yun Wang Ruiming Tang Defu Lian KELM 79 0 0 12 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 70 0 0 09 May 2025
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models Alejandro Velez-Arce Marinka Zitnik 111 0 0 08 May 2025
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 96 1 0 06 May 2025
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation Tiantian Gan Qiyao Sun 35 2 0 06 May 2025
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 73 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 134 4 0 28 Apr 2025
When2Call: When (not) to Call Tools Hayley Ross Ameya Sunil Mahabaleshwarkar Yoshi Suhara 141 1 0 26 Apr 2025
Towards Adaptive Software Agents for Debugging Yacine Majdoub Eya Ben Charrada Haifa Touati LLMAG 155 0 0 25 Apr 2025
Efficient Single-Pass Training for Multi-Turn Reasoning Ritesh Goru Shanay Mehta Prateek Jain LRM 63 0 0 25 Apr 2025
A Survey of AI Agent Protocols Yue Yang Huacan Chai Yangqiu Song S. Qi Muning Wen ... Gaowei Chang Wen Liu Ying Wen Yong Yu Weinan Zhang LLMAG 144 11 0 23 Apr 2025
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks Ivan Evtimov Arman Zharmagambetov Aaron Grattafiori Chuan Guo Kamalika Chaudhuri AAML 118 4 0 22 Apr 2025
Synergizing RAG and Reasoning: A Systematic Review Yunfan Gao Yun Xiong Yijie Zhong Yuxi Bi Ming Xue Haoyu Wang LRM AI4CE 462 7 0 22 Apr 2025