Gorilla: Large Language Model Connected with Massive APIs

24 May 2023

Tianjun Zhang

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

50 / 392 papers shown

Title
DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery Kun Li Zhennan Wu Shoupeng Wang Wenbin Hu LLMAG LM&MA 8 0 0 20 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 2 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 7 0 0 19 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 12 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 17 0 0 16 May 2025
Ambiguity Resolution in Text-to-Structured Data Mapping Zhibo Hu Chen Wang Yanfeng Shu Hye-Young Paik Liming Zhu 2 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 40 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 27 0 0 13 May 2025
TRAIL: Trace Reasoning and Agentic Issue Localization Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian 30 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 40 0 0 13 May 2025
ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution X. Huang Weiwen Liu Xingshan Zeng Y. Huang Xinlong Hao ... Yirong Zeng Chuhan Wu Yishuo Wang R. Tang Defu Lian KELM 36 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 28 0 0 09 May 2025
AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents Zhun Wang Vincent Siu Zhe Ye Tianneng Shi Yuzhou Nie Xuandong Zhao Chenguang Wang Wenbo Guo Dawn Song LLMAG AAML 38 0 0 09 May 2025
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models Alejandro Velez-Arce Marinka Zitnik 31 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 41 0 0 06 May 2025
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation Tiantian Gan Qiyao Sun 22 0 0 06 May 2025
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Varatheepan Paramanayakam Andreas Karatzas Iraklis Anagnostopoulos Dimitrios Stamoulis 34 0 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
When2Call: When (not) to Call Tools Hayley Ross Ameya Sunil Mahabaleshwarkar Yoshi Suhara 98 0 0 26 Apr 2025
Efficient Single-Pass Training for Multi-Turn Reasoning Ritesh Goru Shanay Mehta Prateek Jain LRM 32 0 0 25 Apr 2025
Towards Adaptive Software Agents for Debugging Yacine Majdoub Eya Ben Charrada Haifa Touati LLMAG 85 0 0 25 Apr 2025
A Survey of AI Agent Protocols Yuqing Yang Huacan Chai Yangqiu Song S. Qi Muning Wen ... Gaowei Chang Wei Liu Ying Wen Yong Yu Wenbo Zhang LLMAG 72 1 0 23 Apr 2025
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks Ivan Evtimov Arman Zharmagambetov Aaron Grattafiori Chuan Guo Kamalika Chaudhuri AAML 35 1 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 147 2 0 22 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Wenbo Zhang OffRL 31 0 0 21 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 43 0 0 21 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 39 0 0 18 Apr 2025
ToolRL: Reward is All Tool Learning Needs Cheng Qian Emre Can Acikgoz Qi He Hongru Wang Xiusi Chen Dilek Hakkani-Tur Gokhan Tur Heng Ji OffRL LRM 38 6 0 16 Apr 2025
MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers Arash Ahmadi Sarah S. Sharif Y. Banad 24 0 0 11 Apr 2025
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections Florian Schneider Narges Baba Ahmadi Niloufar Baba Ahmadi Iris Vogel Martin Semmann Chris Biemann 39 0 0 10 Apr 2025
FamilyTool: A Multi-hop Personalized Tool Use Benchmark Yuxin Wang Yiran Guo Y. Zheng Zhangyue Yin Tian Jin Jie Yang Jiajun Chen Xuanjing Huang Xipeng Qiu 24 0 0 09 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 29 0 0 07 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre Xiusi Chen Heng Ji Dilek Hakkani-Tur Gokhan Tur LM&Ro ELM 55 1 0 07 Apr 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 44 0 0 06 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin W. J. Li Xinghao Ding 28 1 0 05 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang Jiyang Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 117 0 0 03 Apr 2025
DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models S. Jung Donghun Lee Shinbok Lee Gaeun Seo Daniel Lee Byeongil Ko Junrae Cho Kihyun Kim EungGyun Kim M. Shin 38 0 0 02 Apr 2025
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding Sakhinana Sagar Srinivas Akash Das Shivam Gupta Venkataramana Runkana OffRL 52 1 0 02 Apr 2025
ToolACE-R: Tool Learning with Adaptive Self-Refinement Xingshan Zeng Wei Liu X. Huang Zezhong Wang Lingzhi Wang ... Yishuo Wang Lifeng Shang Xin Jiang Ruiming Tang Qiang Liu CLL 60 0 0 02 Apr 2025
Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB Anas Dorbani Sunny Yasser Jimmy Lin Amine Mhedhbi RALM LMTD AI4TS 40 0 0 01 Apr 2025
On the Robustness of Agentic Function Calling Ella Rabinovich Ateret Anaby-Tavor LLMAG 55 0 0 01 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling Zhengren Wang Jiayang Yu Dongsheng Ma Zhengzhang Chen Yu Wang ... Zhiyu Li Yanfeng Wang Weinan E Linpeng Tang Feiyu Xiong RALM LRM 42 3 0 30 Mar 2025
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use Nicholas Roth Christopher Hidey Lucas Spangher William Arnold Chang Ye Nick Masiewicki Jinoo Baek Peter Grabowski Eugene Ie LLMAG 58 0 0 29 Mar 2025
CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis Anjiang Wei Tarun Suresh Jiannan Cao Naveen Kannan Yuheng Wu Kai Yan Diyi Yang Alex Aiken Alex Aiken ELM LRM 46 0 0 29 Mar 2025
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs Zhicheng Guo Sijie Cheng Yuchen Niu Hao Wang Sicheng Zhou Wenbing Huang Yang Liu CLL OffRL 88 0 0 26 Mar 2025
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning Sky CH-Wang Darshan Deshpande Smaranda Muresan Anand Kannappan Rebecca Qian 62 1 0 24 Mar 2025
RAIDER: Tool-Equipped Large Language Model Agent for Robotic Action Issue Detection, Explanation and Recovery Silvia Izquierdo-Badiola Carlos Rizzo Guillem Alenyà LLMAG LM&Ro 84 0 0 22 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 50 1 0 21 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 95 7 0 20 Mar 2025
Benchmarking Failures in Tool-Augmented Language Models Eduardo Treviño Hugo Contant James Ngai Graham Neubig Zora Z. Wang 72 0 0 18 Mar 2025