MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

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MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

26 March 2024

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Papers citing "MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution"

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Title
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 121 5 0 21 Apr 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents Haochen Sun Shuwen Zhang Lujie Niu Lei Ren Hao Xu Hao Fu Fangkun Zhao Caixia Yuan Xiaojie Wang LLMAG ELM 119 2 0 27 Feb 2025
Treefix: Enabling Execution with a Tree of Prefixes Beatriz Souza Michael Pradel 97 1 0 21 Jan 2025
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 181 2 0 10 Dec 2024
Human-In-the-Loop Software Development Agents Wannita Takerngsaksiri Jirat Pasuksmit Patanamon Thongtanunam Chakkrit Tantithamthavorn Ruixiong Zhang Fan Jiang Jing Li Evan Cook Kun Chen Ming Wu LLMAG 143 6 0 19 Nov 2024
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Zheng Li LRM ELM 147 10 0 04 Nov 2024
Demystifying Issues, Causes and Solutions in LLM Open-Source Projects Yangxiao Cai Peng Liang Yifei Wang Zengyang Li Mojtaba Shahin 85 2 0 25 Sep 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? Toufique Ahmed Premkumar Devanbu Christoph Treude Michael Pradel 125 19 0 10 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 135 37 0 05 Aug 2024
DCA-Bench: A Benchmark for Dataset Curation Agents Benhao Huang Yingzhuo Yu Jin Huang Xingjian Zhang Jiaqi Ma 87 1 0 11 Jun 2024
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair Islem Bouzenia Prem Devanbu Michael Pradel LLMAG KELM 71 83 0 25 Mar 2024
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 421 4,422 0 09 Jun 2023
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents Yashar Talebirad Amirhossein Nadiri LLMAG 114 233 0 05 Jun 2023
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 292 1,560 0 02 Sep 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 209 2,004 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 236 5,647 0 07 Jul 2021