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
ControlLLM: Augment Language Models with Tools by Searching on Graphs Zhaoyang Liu Zeqiang Lai Zhangwei Gao Erfei Cui Ziheng Li ... Lewei Lu Qifeng Chen Yu Qiao Jifeng Dai Wenhai Wang MLLM 198 31 0 26 Oct 2023
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 98 65 0 25 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 62 4 0 23 Oct 2023
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds Sipeng Zheng Jiazheng Liu Yicheng Feng Zongqing Lu 93 34 0 20 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan Rossi Somdeb Sarkhel Chao Zhang LLMAG 81 60 0 20 Oct 2023
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models Deepak Nathani David Wang Liangming Pan Wenjie Wang KELM LRM ReLM 75 11 0 19 Oct 2023
OpenAgents: An Open Platform for Language Agents in the Wild Tianbao Xie Fan Zhou Zhoujun Cheng Peng Shi Luoxuan Weng ... Yiheng Xu Hongjin Su Dongchan Shin Caiming Xiong Tao Yu LLMAG 135 102 0 16 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 126 7 0 16 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan O. Arik Yanfei Chen Tomas Pfister 86 2 0 12 Oct 2023
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 177 112 0 09 Oct 2023
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models Gabriele Tolomei Cesare Campagnano Fabrizio Silvestri Giovanni Trappolini 81 4 0 07 Oct 2023
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning Yinger Zhang Hui Cai Xeirui Song Yicheng Chen Rui Sun Jing Zheng LRM 52 7 0 06 Oct 2023
Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures Thorsten Händler LLMAG 94 24 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 124 96 0 04 Oct 2023
AXNav: Replaying Accessibility Tests from Natural Language Maryam Taeb Amanda Swearngin E. Schoop Ruijia Cheng Yue Jiang Jeffrey Nichols 68 40 0 03 Oct 2023
What's the Magic Word? A Control Theory of LLM Prompting Aman Bhargava Cameron Witkowski Manav Shah Matt W. Thomson LLMAG 123 31 0 02 Oct 2023
GRID: A Platform for General Robot Intelligence Development Sai H. Vemprala Shuhang Chen Abhinav Shukla Dinesh Narayanan Ashish Kapoor 95 10 0 02 Oct 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Hao Peng Heng Ji LLMAG KELM 138 69 0 29 Sep 2023
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4 Jiaxian Guo Bo Yang Paul D. Yoo Bill Yuchen Lin Yusuke Iwasawa Yutaka Matsuo LLMAG 120 45 0 29 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 101 24 0 23 Sep 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 225 162 0 19 Sep 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? Xiangru Tang Yiming Zong Jason Phang Yilun Zhao Wangchunshu Zhou Arman Cohan Mark B. Gerstein LMTD ELM ALM 111 12 0 16 Sep 2023
PDFTriage: Question Answering over Long, Structured Documents Jon Saad-Falcon Joe Barrow Alexa F. Siu A. Nenkova David Seunghyun Yoon Ryan Rossi Franck Dernoncourt RALM 83 20 0 16 Sep 2023
Agents: An Open-source Framework for Autonomous Language Agents Wangchunshu Zhou Yuchen Eleanor Jiang Long Li Jialong Wu Tiannan Wang ... Xiangru Tang Ningyu Zhang Huajun Chen Peng Cui Mrinmaya Sachan LLMAG LM&Ro AI4CE 118 102 0 14 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 124 81 0 13 Sep 2023
NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus Kyoungyeon Cho Seungkum Han Young Rok Choi Wonseok Hwang ELM AILaw 72 0 0 08 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 125 27 0 03 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 126 136 0 01 Sep 2023
PointLLM: Empowering Large Language Models to Understand Point Clouds Runsen Xu Xiaolong Wang Tai Wang Yilun Chen Jiangmiao Pang Dahua Lin MLLM 135 185 0 31 Aug 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Xiangru Tang Bill Qian Rick Gao Jiakang Chen Xinyun Chen Mark B. Gerstein 101 17 0 31 Aug 2023
AskIt: Unified Programming Interface for Programming with Large Language Models Katsumi Okuda Saman P. Amarasinghe ELM 40 4 0 29 Aug 2023
AutoDroid: LLM-powered Task Automation in Android Hao Wen Yuanchun Li Guohong Liu Shanhui Zhao Tao Yu Toby Jia-Jun Li Shiqi Jiang Yunhao Liu Yaqin Zhang Yunxin Liu 124 100 0 29 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 136 104 0 28 Aug 2023
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum Shen Gao Zhengliang Shi Minghang Zhu Bowen Fang Xin Xin Fajie Yuan Zhumin Chen Jun Ma Zhaochun Ren LLMAG CLL 90 42 0 27 Aug 2023
Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models S. N. Hari Matt Thomson 65 13 0 22 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 191 1,333 0 22 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 137 441 0 21 Aug 2023
Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation Li Zhong Zilong Wang ELM SILM 147 75 0 20 Aug 2023
LLM-FuncMapper: Function Identification for Interpreting Complex Clauses in Building Codes via LLM Zhe Zheng Ke Chen Xin Cao Xin-Zheng Lu Jia Lin 49 7 0 17 Aug 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu Gagan Bansal Jieyu Zhang Yiran Wu Beibin Li ... Jiale Liu Ahmed Hassan Awadallah Ryen W. White Doug Burger Chi Wang LLMAG AI4CE 120 395 0 16 Aug 2023
Dynamic Planning with a LLM Gautier Dagan Frank Keller A. Lascarides LLMAG 171 35 0 11 Aug 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG 102 87 0 11 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 126 35 0 07 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 155 44 0 01 Aug 2023
Structural Embeddings of Tools for Large Language Models Eren Unlu 56 1 0 01 Aug 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 230 712 0 31 Jul 2023
Android in the Wild: A Large-Scale Dataset for Android Device Control Christopher Rawles Alice Li Daniel Rodriguez Oriana Riva Timothy Lillicrap LM&Ro 143 169 0 19 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 134 6 0 17 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 261 630 0 12 Jul 2023
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging Zachary Englhardt Rong-Hua Li Dilini Nissanka Zhihan Zhang Girish Narayanswamy Joseph Breda Xin Liu Shwetak N. Patel Vikram Iyer 89 20 0 07 Jul 2023