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
Benchmarking Failures in Tool-Augmented Language Models Eduardo Treviño Hugo Contant James Ngai Graham Neubig Zora Z. Wang 72 0 0 18 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 131 11 0 17 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 77 13 0 14 Mar 2025
Attacking Multimodal OS Agents with Malicious Image Patches Lukas Aichberger Alasdair Paren Y. Gal Philip Torr Adel Bibi AAML 62 4 0 13 Mar 2025
AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents Arman Zharmagambetov Chuan Guo Ivan Evtimov Maya Pavlova Ruslan Salakhutdinov Kamalika Chaudhuri 75 1 0 12 Mar 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation Fan Yin Zifeng Wang I-Hung Hsu Jun Yan Ke Jiang ... L. Le Kai-Wei Chang Chen-Yu Lee Hamid Palangi Tomas Pfister 60 4 0 10 Mar 2025
Queueing, Predictions, and LLMs: Challenges and Open Problems Michael Mitzenmacher Rana Shahout AI4TS LRM 44 1 0 10 Mar 2025
Alignment for Efficient Tool Calling of Large Language Models Hongshen Xu Zihan Wang Zichen Zhu Lei Pan Xingyu Chen Lu Chen Kai Yu 49 0 0 09 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker M. Izadi VLM 50 0 0 07 Mar 2025
MPO: Boosting LLM Agents with Meta Plan Optimization Weimin Xiong Yifan Song Qingxiu Dong Bingchan Zhao Feifan Song Xun Wang Sujian Li LLMAG 81 1 0 04 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps Zhixun Chen Ming Li Yuanmin Huang Yali Du Meng Fang Dinesh Manocha 83 3 0 04 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 Jun Wang Weiming Lu KELM 85 1 0 03 Mar 2025
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models Jeonghoon Shim Gyuhyeon Seo Cheongsu Lim Yohan Jo 49 4 0 01 Mar 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger RALM LRM 62 0 0 27 Feb 2025
GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation Jie He Jennifer Neville Mengting Wan Longqi Yang Hui Liu Xiaofeng Xu Xia Song Jeff Z. Pan Pei Zhou LLMAG SyDa 63 0 0 26 Feb 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Emre Can Acikgoz Jeremiah Greer Akul Datta Ze Yang William Zeng Oussama Elachqar Emmanouil Koukoumidis Dilek Hakkani-Tur Gokhan Tur LLMAG 108 3 0 20 Feb 2025
Autellix: An Efficient Serving Engine for LLM Agents as General Programs Michael Luo Xiaoxiang Shi Colin Cai Tianjun Zhang Justin Wong ... Chi Wang Yanping Huang Zhifeng Chen Joseph E. Gonzalez Ion Stoica 55 3 0 20 Feb 2025
A Survey on LLM-powered Agents for Recommender Systems Qiyao Peng Hongtao Liu Hua Huang Qing Yang Minglai Shao LLMAG LRM 86 2 0 14 Feb 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations Ne Luo Aryo Pradipta Gema Xuanli He Emile van Krieken Pietro Lesci Pasquale Minervini LLMAG 82 1 0 09 Feb 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Ziije Zhong Linqing Zhong Zhaoze Sun Qingyun Jin Zengchang Qin Xiaofan Zhang 63 7 0 28 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 71 1 0 18 Jan 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions Aidan Hogan Xin Luna Dong Denny Vrandečić Gerhard Weikum 57 2 0 12 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O'Sullivan Hoang D. Nguyen LLMAG 103 29 0 10 Jan 2025
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models Han Han Tong Zhu Xiang Zhang Mengsong Wu Hao Xiong Wenliang Chen 38 0 0 08 Jan 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Junjie Ye Zhengyin Du Xuesong Yao Weijian Lin Yufei Xu ... Siyu Yuan Tao Gui Qi Zhang Xuanjing Huang Jiecao Chen 59 0 0 05 Jan 2025
Optimizing Small Language Models for In-Vehicle Function-Calling Yahya Sowti Khiabani Farris Atif Chieh Hsu Sven Stahlmann Tobias Michels Sebastian Kramer Benedikt Heidrich M. Saquib Sarfraz Julian Merten Faezeh Tafazzoli 34 1 0 04 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 95 14 0 03 Jan 2025
Plancraft: an evaluation dataset for planning with LLM agents Gautier Dagan Frank Keller A. Lascarides LLMAG 39 0 0 31 Dec 2024
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 98 4 0 21 Dec 2024
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Ziang Ye Zizhuo Zhang Yang Zhang Jianxin Ma Junyang Lin Fuli Feng LRM 85 0 0 19 Dec 2024
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou K. Cherenkova Anis Kacem Djamila Aouada 79 3 0 18 Dec 2024
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Frank F. Xu Yufan Song Boxuan Li Yuxuan Tang Kritanjali Jain ... Wayne Chi Lawrence Jang Yiqing Xie Shuyan Zhou Graham Neubig LLMAG 134 22 0 18 Dec 2024
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 97 7 0 15 Dec 2024
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction Rongzheng Wang Shuang Liang Qizhi Chen Jiasheng Zhang Ke Qin 92 0 0 11 Dec 2024
LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Emmanuel A. Olowe Danial Chitnis 80 0 0 07 Dec 2024
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
Action Engine: An LLM-based Framework for Automatic FaaS Workflow Generation Akiharu Esashi Pawissanutt Lertpongrujikorn M. Salehi 79 0 0 29 Nov 2024
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 135 1 0 28 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu Yufei Guo Yuan Meng Yanning Zhang Le Sun Zhi Wang 234 0 0 25 Nov 2024
SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs Shirley Kokane Ming Zhu Tulika Awalgaonkar Jianguo Zhang Thai Hoang ... Juan Carlos Niebles Huan Wang Shelby Heinecke Caiming Xiong Silivo Savarese LLMAG 109 1 0 20 Nov 2024
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation Sachit Kuhar W. Ahmad Zijian Wang Nihal Jain Haifeng Qian Baishakhi Ray M. K. Ramanathan Xiaofei Ma Anoop Deoras ELM 71 1 0 19 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 46 0 0 14 Nov 2024
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond Harsha Nori Naoto Usuyama Nicholas King S. McKinney Xavier Fernandes Sheng Zhang Eric Horvitz LRM LM&MA ELM VLM 55 10 0 06 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
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Sian-Yao Huang Cheng-Lin Yang Hongpeng Zhou Chun-Ying Huang 35 2 0 02 Nov 2024
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Bohan Lyu Yadi Cao Duncan Watson-Parris Leon Bergen Taylor Berg-Kirkpatrick Rose Yu 61 3 0 01 Nov 2024
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks Jiongxiao Wang Fangzhou Wu Wendi Li Jinsheng Pan Edward Suh Zhuoqing Mao Muhao Chen Chaowei Xiao AAML 40 6 0 28 Oct 2024
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks Graziano A. Manduzio Federico A. Galatolo M. G. Cimino Enzo Pasquale Scilingo Lorenzo Cominelli LRM 29 1 0 24 Oct 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent Zhiwei Liu Weiran Yao Jianguo Zhang Rithesh Murthy Liangwei Yang ... Juan Carlos Niebles Shelby Heinecke Huan Wang Silvio Savarese Caiming Xiong 31 0 0 24 Oct 2024
Beyond Browsing: API-Based Web Agents Yueqi Song Frank F. Xu Shuyan Zhou Graham Neubig 61 16 0 21 Oct 2024