Gorilla: Large Language Model Connected with Massive APIs

24 May 2023

Tianjun Zhang

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

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Title
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
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents Arya Bulusu Brandon Man Ashish Jagmohan Aditya Vempaty Jennifer Mari-Wyka Deepak Akkil 41 2 0 24 Jul 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 59 10 0 20 Jul 2024
On Pre-training of Multimodal Language Models Customized for Chart Understanding Wan-Cyuan Fan Yen-Chun Chen Mengchen Liu Lu Yuan Leonid Sigal 48 5 0 19 Jul 2024
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems Tamer Abuelsaad Deepak Akkil Prasenjit Dey Ashish Jagmohan Aditya Vempaty Ravi Kokku 46 23 0 17 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
On Mitigating Code LLM Hallucinations with API Documentation Nihal Jain Robert Kwiatkowski Baishakhi Ray M. K. Ramanathan Varun Kumar 41 7 0 13 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 40 11 0 12 Jul 2024
WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment Jiefu Ou Arda Uzunoglu Benjamin Van Durme Daniel Khashabi LM&Ro VGen 35 3 0 10 Jul 2024
Optimal Decision Making Through Scenario Simulations Using Large Language Models Sumedh Rasal E. Hauer 50 1 0 09 Jul 2024
LLMBox: A Comprehensive Library for Large Language Models Tianyi Tang Yiwen Hu Bingqian Li Wenyang Luo Zijing Qin ... Chunxuan Xia Junyi Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen 50 1 0 08 Jul 2024
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks Chengrui Huang Zhengliang Shi Yuntao Wen Xiuying Chen Peng Han Shen Gao Shuo Shang 47 1 0 03 Jul 2024
WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models Kangyun Ning Yisong Su Xueqiang Lv Yuanzhe Zhang Jian Liu Kang Liu Jinan Xu ELM LLMAG 48 2 0 02 Jul 2024
Concise and Precise Context Compression for Tool-Using Language Models Yang Xu Yunlong Feng Honglin Mu Yutai Hou Yitong Li ... Zhongyang Li Dandan Tu Qingfu Zhu Hao Fei Wanxiang Che LLMAG 24 3 0 02 Jul 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Sujan Dutta Sayantan Mahinder R. Anantha Bortik Bandyopadhyay ALM 39 4 0 28 Jun 2024
BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration Noel Crawford Edward B. Duffy Iman Evazzade Torsten Foehr Gregory Robbins D. K. Saha Jiya Varma Marcin Ziolkowski LLMAG 52 3 0 28 Jun 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yun Ma LLMAG 51 10 0 28 Jun 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks Ibrahim Abdelaziz Kinjal Basu Mayank Agarwal Yara Rizk Matthew Stallone ... Merve Unuvar David D. Cox Salim Roukos Luis Lastras Pavan Kapanipathi LLMAG 34 21 0 27 Jun 2024
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets Zuxin Liu Thai Hoang Jianguo Zhang Ming Zhu Tian Lan ... Silvio Savarese Juan Carlos Niebles Huan Wang Shelby Heinecke Caiming Xiong 55 46 0 26 Jun 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models Qiancheng Xu Yongqi Li Heming Xia Wenjie Li KELM 42 4 0 25 Jun 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 77 140 0 22 Jun 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents Ruixuan Xiao Wentao Ma Ke Wang Yuchuan Wu Junbo Zhao Haobo Wang Fei Huang Yongbin Li 47 9 0 21 Jun 2024
AgentDojo: A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents Edoardo Debenedetti Jie Zhang Mislav Balunović Luca Beurer-Kellner Marc Fischer Florian Tramèr LLMAG AAML 59 28 1 19 Jun 2024
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts Honghua Dong Qidong Su Yubo Gao Zhaoyu Li Yangjun Ruan Gennady Pekhimenko Chris J. Maddison Xujie Si LLMAG 34 1 0 19 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 46 2 0 18 Jun 2024
MASAI: Modular Architecture for Software-engineering AI Agents Daman Arora Atharv Sonwane Nalin Wadhwa Abhav Mehrotra Saiteja Utpala Ramakrishna Bairi Aditya Kanade Nagarajan Natarajan LLMAG 51 15 0 17 Jun 2024
TorchOpera: A Compound AI System for LLM Safety Shanshan Han Yuhang Yao Zijian Hu Dimitris Stripelis Zhaozhuo Xu Chaoyang He LLMAG 44 0 0 16 Jun 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees Sijia Chen Yibo Wang Yi-Feng Wu Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang Lijun Zhang LLMAG LRM 50 11 0 11 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 46 9 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 30 15 0 10 Jun 2024
AICoderEval: Improving AI Domain Code Generation of Large Language Models Yinghui Xia Yuyan Chen Tianyu Shi Jun Wang Jinsong Yang 34 3 0 07 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 53 3 0 05 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 34 12 0 03 Jun 2024
VQA Training Sets are Self-play Environments for Generating Few-shot Pools Tautvydas Misiunas Hassan Mansoor Jasper Uijlings Oriana Riva Victor Carbune LRM VLM 35 0 0 30 May 2024
Grade Like a Human: Rethinking Automated Assessment with Large Language Models Wenjing Xie Juxin Niu Chun Jason Xue Nan Guan AI4Ed 44 3 0 30 May 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 51 1 0 30 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 43 4 0 28 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
TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection Long Cheng Qihao Shao Christine Zhao Sheng Bi Gina-Anne Levow 19 5 0 27 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 15 0 26 May 2024
Small Language Models for Application Interactions: A Case Study Beibin Li Yi Zhang Sébastien Bubeck Jeevan Pathuri Ishai Menache 42 4 0 23 May 2024
A Declarative System for Optimizing AI Workloads Chunwei Liu Matthew Russo Michael Cafarella Lei Cao Peter Baille Chen Zui Chen Michael Franklin Tim Kraska Samuel Madden Gerardo Vitagliano 47 21 0 23 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 97 15 0 23 May 2024
LLM+Reasoning+Planning for Supporting Incomplete User Queries in Presence of APIs Sudhir Agarwal A. Sreepathy David H. Alonso Prarit Lamba LRM 60 1 0 21 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 47 36 0 20 May 2024
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Jianbo Dai Jianqiao Lu Yunlong Feng Rongju Ruan Ming Cheng Haochen Tan Zhijiang Guo ELM LRM 44 12 0 19 May 2024
Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark Mengsong Wu Tong Zhu Han Han Chuanyuan Tan Xiang Zhang Wenliang Chen 25 17 0 14 May 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 28 3 0 09 May 2024
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting Olly Styles Sam Miller Patricio Cerda-Mardini T. Guha Victor Sanchez Bertie Vidgen LLMAG 41 3 0 01 May 2024
Mixture-of-Instructions: Aligning Large Language Models via Mixture Prompting Bowen Xu Shaoyu Wu Kai Liu Lulu Hu 39 2 0 29 Apr 2024