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Recent advances in Large Language Models (LLMs) have enabled researchers to focus on practical repository-level tasks in software engineering domain.
The promises and perils of mining github
Eirini Kalliamvakou, Georgios Gousios, Kelly Blincoe, Leif Singer, Daniel M. German, and Daniela Damian · 2014
Earlier work this paper cites.
Software documentation: the practitioners’ perspective
Emad Aghajani, Csaba Nagy, Mario Linares-Vásquez, Laura Moreno, Gabriele Bavota, Michele Lanza, and David C. Shepherd · 2020
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Sampling projects in github for msr studies
Ozren Dabic, Emad Aghajani, and Gabriele Bavota · 2021
Earlier work this paper cites.
Large language models for software engineering: Survey and open problems
Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, and Jie M Zhang · 2023
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FlaPy: Mining Flaky Python Tests at Scale, May 2023
Martin Gruber and Gordon Fraser · 2023
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Nlp reproducibility for all: Understanding experiences of beginners
Shane Storks, Keunwoo Yu, Ziqiao Ma, and Joyce Chai · 2023
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ReAct: Synergizing reasoning and acting in language models
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao · 2023
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Ben Bogin, Kejuan Yang, Shashank Gupta, Kyle Richardson, Erin Bransom, Peter Clark, Ashish Sabharwal, and Tushar Khot · 2024
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You name it, i run it: An llm agent to execute tests of arbitrary projects
Islem Bouzenia and Michael Pradel · 2024
Cited alongside, same era.
R2e: Turning any github repository into a programming agent environment
Naman Jain, Manish Shetty, Tianjun Zhang, King Han, Koushik Sen, and Ion Stoica · 2024
Cited alongside, same era.
SWE-bench: Can language models resolve real-world github issues?
Carlos E Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R Narasimhan · 2024
Cited alongside, same era.
Repoagent: An llm-powered open-source framework for repository-level code documentation generation
Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, et al · 2024
Cited alongside, same era.
Xiangru Tang, Yuliang Liu, Zefan Cai, Yanjun Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Sheng Chen, Haozhe Zhao, Liang Chen, Yan Wang, Tianyu Liu, Zhiwei Jiang, Baobao Chang, Yin Fang, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Arman Cohan, and Mark Gerstein · 2024
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Commit0: Library generation from scratch
Wenting Zhao, Nan Jiang, Celine Lee, Justin T Chiu, Claire Cardie, Matthias Gallé, and Alexander M Rush · 2024
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Apache maven
Apache Software Foundation · 2025
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Docker: Empowering app development for developers
Docker, Inc · 2025
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Langgraph: Build resilient language agents as graphs
LangChain · 2025
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Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, and Yongbin Li · 2024
Cited alongside, same era.
Beyond pip install: Evaluating llm agents for the automated installation of python projects
Louis Milliken, Sungmin Kang, and Shin Yoo · 2024
Cited alongside, same era.
Zachary S. Siegel, Sayash Kapoor, Nitya Nagdir, Benedikt Stroebl, and Arvind Narayanan · 2024
Cited alongside, same era.
Repoqa: Evaluating long context code understanding
Jiawei Liu, Jia Le Tian, Vijay Daita, Yuxiang Wei, Yifeng Ding, Yuhan Katherine Wang, Jun Yang, and Lingming Zhang
Cited in the paper.
Large language model-based agents for software engineering: A survey
Junwei Liu, Kaixin Wang, Yixuan Chen, Xin Peng, Zhenpeng Chen, Lingming Zhang, and Yiling Lou
Cited in the paper.
Repobench: Benchmarking repository-level code auto-completion systems
Tianyang Liu, Canwen Xu, and Julian McAuley
Cited in the paper.
Beyond the limits: A survey of techniques to extend the context length in large language models
Xindi Wang, Mahsa Salmani, Parsa Omidi, Xiangyu Ren, Mehdi Rezagholizadeh, and Armaghan Eshaghi
Cited in the paper.
Agents in software engineering: Survey, landscape, and vision
Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, and Zibin Zheng
Cited in the paper.
Pyright: Static type checker for python
Microsoft · 2025
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pipreqs: Generate pip requirements.txt file based on imports of any project
Vadim Kravcenko · 2025
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