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
HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks Fengji Zhang Linquan Wu Huiyu Bai Guancheng Lin Xiao Li Xiao Yu Yue Wang Bei Chen Jacky Keung MLLM ELM LRM 39 0 0 16 Oct 2024
ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing Qingming Lin Rui Hu Huaxia Li Sensen Wu Yadong Li Kai Fang Hailin Feng Zhenhong Du Liuchang Xu LLMAG AI4CE 40 3 0 16 Oct 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning Mingyang Chen Haoze Sun Tianpeng Li Fan Yang Hao Liang Keer Lu Bin Cui Wentao Zhang Zenan Zhou Weipeng Chen LRM 52 5 0 16 Oct 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option Konstantin Yakovlev Sergey I. Nikolenko A. Bout 31 0 0 15 Oct 2024
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models Pei Wang Yanan Wu Zekun Wang Qingbin Liu Xiaoshuai Song ... Ge Zhang Hangyu Guo Zhaoxiang Zhang Wenbo Su Bo Zheng ELM 44 2 0 15 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 31 0 0 14 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 55 2 0 13 Oct 2024
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device Yicheng Fu R. Anantha Jianpeng Cheng LRM LLMAG 28 2 0 12 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan LLMAG AI4CE 31 2 0 11 Oct 2024
VoxelPrompt: A Vision-Language Agent for Grounded Medical Image Analysis Andrew Hoopes V. Butoi John Guttag Adrian V. Dalca MedIm LM&MA 35 1 0 10 Oct 2024
Agent S: An Open Agentic Framework that Uses Computers Like a Human Saaket Agashe Jiuzhou Han Shuyu Gan Jiachen Yang Ang Li Xin Eric Wang LLMAG LM&Ro AIFin 47 21 0 10 Oct 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction Hongru Wang Rui Wang Boyang Xue Heming Xia Jingtao Cao Zeming Liu Jeff Z. Pan Kam-Fai Wong ALM 40 10 0 10 Oct 2024
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Ji-Rong Wen 60 9 0 10 Oct 2024
AutoFeedback: An LLM-based Framework for Efficient and Accurate API Request Generation Huanxi Liu Jiaqi Liao Dawei Feng Kele Xu Huaimin Wang 174 0 0 09 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 53 1 0 09 Oct 2024
ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities Zhenchao Jin Mengchen Liu Dongdong Chen Lingting Zhu Yunsheng Li Lequan Yu KELM 31 0 0 08 Oct 2024
Hammer: Robust Function-Calling for On-Device Language Models via Function Masking Qiqiang Lin Muning Wen Qiuying Peng Guanyu Nie Junwei Liao ... Jiamu Zhou Cheng Cheng Yin Zhao Jun Wang Weinan Zhang 46 15 0 06 Oct 2024
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation Jing Yuan Luo Yunlong Song Victor Klemm Fan Shi Davide Scaramuzza Marco Hutter 33 2 0 04 Oct 2024
ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang Xudong Han Lei Ji Shu Wang Timothy Baldwin Haonan Li LLMAG 75 6 0 04 Oct 2024
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications Oren Sultan Alex Khasin Guy Shiran Asnat Greenstein-Messica Dafna Shahaf 27 0 0 03 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Hanrong Zhang Jingyuan Huang Kai Mei Yifei Yao Zhenting Wang Chenlu Zhan Hongwei Wang Yongfeng Zhang AAML LLMAG ELM 51 22 0 03 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 1 0 02 Oct 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents Mareike Hartmann Alexander Koller LM&Ro LLMAG 34 0 0 27 Sep 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 32 8 0 27 Sep 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs Shadi Iskander Nachshon Cohen Zohar Karnin Ori Shapira Sofia Tolmach SyDa 29 1 0 24 Sep 2024
MOSS: Enabling Code-Driven Evolution and Context Management for AI Agents Ming Zhu Yi Zhou 51 2 0 24 Sep 2024
LLM With Tools: A Survey Zhuocheng Shen 43 8 0 24 Sep 2024
Automated test generation to evaluate tool-augmented LLMs as conversational AI agents Samuel Arcadinho David Aparicio Mariana Almeida 37 5 0 24 Sep 2024
SEAL: Suite for Evaluating API-use of LLMs Woojeong Kim Ashish Jagmohan Aditya Vempaty ELM ALM LLMAG 35 0 0 23 Sep 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback Qinzhuo Wu Wei Liu Jian Luan Bin Wang 53 5 0 23 Sep 2024
EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models Hossein Rajabzadeh A. Jafari Aman Sharma Benyamin Jami Hyock Ju Kwon Ali Ghodsi Boxing Chen Mehdi Rezagholizadeh 35 0 0 22 Sep 2024
LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Integration of Multi Active/Passive Core-Agents Amine B. Hassouna Hana Chaari Ines Belhaj LLMAG 37 1 0 17 Sep 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories Ben Bogin Kejuan Yang Shashank Gupta Kyle Richardson Erin Bransom Peter Clark Ashish Sabharwal Tushar Khot ELM LRM 47 10 0 11 Sep 2024
xLAM: A Family of Large Action Models to Empower AI Agent Systems Jianguo Zhang Tian Lan Ming Zhu Zuxin Liu Thai Hoang ... Juan Carlos Niebles Shelby Heinecke Huan Wang Silvio Savarese Caiming Xiong ALM 41 33 0 05 Sep 2024
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kiran Kate Mayank Agarwal Maxwell Crouse ... Sadhana Kumaravel Saurabh Goyal Luis Lastras Luis A. Lastras Pavan Kapanipathi 33 7 0 04 Sep 2024
ToolACE: Winning the Points of LLM Function Calling Weiwen Liu X. Huang Xingshan Zeng Xinlong Hao Shuai Yu ... Xin Jiang Ruiming Tang Defu Lian Qun Liu Enhong Chen LLMAG 48 29 0 02 Sep 2024
TinyAgent: Function Calling at the Edge Lutfi Eren Erdogan Nicholas Lee Siddharth Jha Sehoon Kim Ryan Tabrizi Suhong Moon Coleman Hooper Gopala Anumanchipalli Kurt Keutzer Amir Gholami LLMAG 41 12 0 01 Sep 2024
Learning to Ask: When LLM Agents Meet Unclear Instruction Wenxuan Wang Juluan Shi Chaozheng Wang Cheryl Lee Chaozheng Wang Cheryl Lee Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu LLMAG 36 8 0 31 Aug 2024
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 51 3 0 25 Aug 2024
Exploring Large Language Models for Feature Selection: A Data-centric Perspective Dawei Li Zhen Tan Huan Liu LM&MA 47 8 0 21 Aug 2024
Plan with Code: Comparing approaches for robust NL to DSL generation Nastaran Bassamzadeh Chhaya Methani 24 1 0 15 Aug 2024
Validation Requirements for AI-based Intervention-Evaluation in Aging and Longevity Research and Practice G. Fuellen Anton Y Kulaga Sebastian Lobentanzer Maximilian Unfried Roberto Avelar Daniel Palmer Brian K. Kennedy 34 1 0 11 Aug 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities Jiarui Lu Thomas Holleis Yizhe Zhang Bernhard Aumayer Feng Nan ... Shen Ma Mengyu Li Guoli Yin Zirui Wang Ruoming Pang LLMAG ELM 46 30 0 08 Aug 2024
StructuredRAG: JSON Response Formatting with Large Language Models Connor Shorten Charles Pierse Thomas Benjamin Smith Erika Cardenas Akanksha Sharma John Trengrove Bob van Luijt 29 5 0 07 Aug 2024
LLM-Aided Compilation for Tensor Accelerators Charles Hong Sahil Bhatia Altan Haan Shengjun Kris Dong Dima Nikiforov Alvin Cheung Y. Shao 37 0 0 06 Aug 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval Yanfei Chen Jinsung Yoon Devendra Singh Sachan Qingze Wang Vincent Cohen-Addad M. Bateni Chen-Yu Lee Tomas Pfister 34 5 0 03 Aug 2024
Coalitions of Large Language Models Increase the Robustness of AI Agents Prattyush Mangal Carol Mak Theo Kanakis Timothy Donovan Dave Braines Edward Pyzer-Knapp 41 1 0 02 Aug 2024
Tulip Agent -- Enabling LLM-Based Agents to Solve Tasks Using Large Tool Libraries Felix Ocker Daniel Tanneberg Julian Eggert Michael Gienger LLMAG LM&Ro VLM 44 5 0 31 Jul 2024
Domain Adaptable Prescriptive AI Agent for Enterprise Piero Orderique Wei-Ju Sun Kristjan Greenewald 28 1 0 29 Jul 2024
Apple Intelligence Foundation Language Models Tom Gunter Zirui Wang Chong-Jun Wang Ruoming Pang Andy Narayanan ... Xinwen Liu Yang Zhao Yin Xia Zhile Ren Zhongzheng Ren 35 34 0 29 Jul 2024