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
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models Qiancheng Xu Yongqi Li Heming Xia Wenjie Li KELM 73 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 252 193 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 69 17 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 130 45 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 66 1 0 19 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang Yujin Baek Taehee Kim Jaegul Choo 95 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 108 20 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 126 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 125 18 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 85 9 0 10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 83 28 0 10 Jun 2024
AICoderEval: Improving AI Domain Code Generation of Large Language Models Yinghui Xia Yuyan Chen Tianyu Shi Jun Wang Jinsong Yang 71 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 86 4 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 88 16 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 70 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 76 6 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 124 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 76 5 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang D. Yin Jun Xu Jirong Wen LLMAG 105 107 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 42 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 D. Yin Zhumin Chen Suzan Verberne LLMAG 102 6 0 26 May 2024
Small Language Models for Application Interactions: A Case Study Beibin Li Yi Zhang Sébastien Bubeck Jeevan Pathuri Ishai Menache 89 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 90 27 0 23 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 206 24 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 141 1 0 21 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 88 45 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 113 16 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 60 23 0 14 May 2024
Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning Junzhi Chen Juhao Liang Benyou Wang LLMAG 94 4 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 86 6 0 01 May 2024
Mixture-of-Instructions: Aligning Large Language Models via Mixture Prompting Bowen Xu Shaoyu Wu Kai Liu Lulu Hu 69 1 0 29 Apr 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 139 98 0 28 Apr 2024
CRISPR-GPT: An LLM Agent for Automated Design of Gene-Editing Experiments Kaixuan Huang Yuanhao Qu H. Cousins William A. Johnson Di Yin Mihir Shah Denny Zhou R. Altman Mengdi Wang Le Cong LLMAG 85 45 0 27 Apr 2024
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models Ian Huang Guandao Yang Leonidas Guibas 80 3 0 26 Apr 2024
Attacks on Third-Party APIs of Large Language Models Wanru Zhao Vidit Khazanchi Haodi Xing Xuanli He Xingliang Yuan Nicholas D. Lane 59 7 0 24 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 215 61 0 23 Apr 2024
An Artificial Neuron for Enhanced Problem Solving in Large Language Models Sumedh Rasal LLMAG 74 0 0 22 Apr 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents Ziniu Zhang Shulin Tian Liangyu Chen Ziwei Liu LLMAG LM&Ro 75 22 0 15 Apr 2024
Training a Vision Language Model as Smartphone Assistant Nicolai Dorka Janusz Marecki Ammar Anwar 68 5 0 12 Apr 2024
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications Shishir G. Patil Tianjun Zhang Vivian Fang Noppapon C Roy Huang Uc Berkeley Aaron Hao Martin Casado Joseph E. Gonzalez Raluca Ada Popa Ion Stoica ALM 81 13 0 10 Apr 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents Luca Gioacchini G. Siracusano D. Sanvito Kiril Gashteovski David Friede Roberto Bifulco Carolin (Haas) Lawrence ELM LLMAG 79 14 0 09 Apr 2024
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement Zaid Khan B. Vijaykumar S. Schulter Yun Fu Manmohan Chandraker LRM ReLM 98 8 0 06 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 48 27 0 02 Apr 2024
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs Jingzhe Shi Jialuo Li Qinwei Ma Zaiwen Yang Huan Ma Lei Li 85 7 0 31 Mar 2024
DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model Lirui Zhao Yue Yang Kaipeng Zhang Wenqi Shao Yuxin Zhang Yu Qiao Ping Luo Rongrong Ji LM&Ro LLMAG VLM 70 3 0 31 Mar 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning Tenghao Huang Dongwon Jung Muhao Chen KELM 92 7 0 30 Mar 2024
Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order Taishi Nakamura Mayank Mishra Simone Tedeschi Yekun Chai Jason T Stillerman ... Virendra Mehta Matthew Blumberg Victor May Huu Nguyen S. Pyysalo LRM 93 8 0 30 Mar 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 137 71 0 30 Mar 2024
ReALM: Reference Resolution As Language Modeling Joel Ruben Antony Moniz Soundarya Krishnan Melis Ozyildirim Prathamesh Saraf Halim Cagri Ates Yuan-kang Zhang Hong-ye Yu Nidhi Rajshree 82 7 0 29 Mar 2024
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair Islem Bouzenia Prem Devanbu Michael Pradel LLMAG KELM 78 88 0 25 Mar 2024