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Gorilla: Large Language Model Connected with Massive APIs

Gorilla: Large Language Model Connected with Massive APIs

24 May 2023
Shishir G. Patil
Tianjun Zhang
Xin Wang
Joseph E. Gonzalez
    ELMCLLALMSyDa
ArXiv (abs)PDFHTML

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
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
Qiancheng Xu
Yongqi Li
Heming Xia
Wenjie Li
KELM
68
4
0
25 Jun 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
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
249
193
0
22 Jun 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for
  LLM-based Agents
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
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
LLMAGAAML
130
45
1
19 Jun 2024
APPL: A Prompt Programming Language for Harmonious Integration of
  Programs and Large Language Model Prompts
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?
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
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
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
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
LLMAGLRM
125
18
0
11 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Joongwon Kim
Bhargavi Paranjape
Tushar Khot
Hannaneh Hajishirzi
LM&RoELMLLMAGLRM
85
9
0
10 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey
Towards Lifelong Learning of Large Language Models: A Survey
Junhao Zheng
Shengjie Qiu
Chengming Shi
Qianli Ma
KELMCLL
83
28
0
10 Jun 2024
AICoderEval: Improving AI Domain Code Generation of Large Language
  Models
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
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
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
LLMAGELM
88
16
0
03 Jun 2024
VQA Training Sets are Self-play Environments for Generating Few-shot
  Pools
VQA Training Sets are Self-play Environments for Generating Few-shot Pools
Tautvydas Misiunas
Hassan Mansoor
Jasper Uijlings
Oriana Riva
Victor Carbune
LRMVLM
70
0
0
30 May 2024
Grade Like a Human: Rethinking Automated Assessment with Large Language
  Models
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
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs
Zichao Hu
Junyi Jessy Li
Arjun Guha
Joydeep Biswas
SyDaALM
122
1
0
30 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with
  Large Language Models
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models
Chengxing Xie
Difan Zou
LRMLLMAG
76
5
0
28 May 2024
Tool Learning with Large Language Models: A Survey
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
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
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
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
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
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
LLMAGLM&Ro
206
24
0
23 May 2024
LLM+Reasoning+Planning for Supporting Incomplete User Queries in Presence of APIs
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
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
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
ELMLRM
113
16
0
19 May 2024
Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and
  Detailed Benchmark
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
Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Junzhi Chen
Juhao Liang
Benyou Wang
LLMAG
83
4
0
09 May 2024
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace
  Setting
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
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
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
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
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
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
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
An Artificial Neuron for Enhanced Problem Solving in Large Language Models
Sumedh Rasal
LLMAG
72
0
0
22 Apr 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents
MMInA: Benchmarking Multihop Multimodal Internet Agents
Ziniu Zhang
Shulin Tian
Liangyu Chen
Ziwei Liu
LLMAGLM&Ro
75
22
0
15 Apr 2024
Training a Vision Language Model as Smartphone Assistant
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
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
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
ELMLLMAG
79
14
0
09 Apr 2024
Self-Training Large Language Models for Improved Visual Program
  Synthesis With Visual Reinforcement
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
Zaid Khan
B. Vijaykumar
S. Schulter
Yun Fu
Manmohan Chandraker
LRMReLM
98
8
0
06 Apr 2024
Octopus v2: On-device language model for super agent
Octopus v2: On-device language model for super agent
Wei Chen
Zhiyuan Li
RALM
46
27
0
02 Apr 2024
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs
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
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&RoLLMAGVLM
70
3
0
31 Mar 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning
Planning and Editing What You Retrieve for Enhanced Tool Learning
Tenghao Huang
Dongwon Jung
Muhao Chen
KELM
85
7
0
30 Mar 2024
Aurora-M: The First Open Source Multilingual Language Model Red-teamed
  according to the U.S. Executive Order
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
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
LLMAGKELMOffRLLM&Ro
137
71
0
30 Mar 2024
ReALM: Reference Resolution As Language Modeling
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
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
Islem Bouzenia
Prem Devanbu
Michael Pradel
LLMAGKELM
78
88
0
25 Mar 2024
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