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Large Language Models for Software Engineering: A Systematic Literature Review
Hou, Xinyi, Zhao, Yanjie, Liu, Yue, Yang, Zhou, Wang, Kailong, Li, Li, Luo, Xiapu, Lo, David, Grundy, John, Wang, Haoyu
Published in ACM transactions on software engineering and methodology (03.12.2024)
Published in ACM transactions on software engineering and methodology (03.12.2024)
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Software Engineering for AI-Based Systems: A Survey
Martínez-Fernández, Silverio, Bogner, Justus, Franch, Xavier, Oriol, Marc, Siebert, Julien, Trendowicz, Adam, Vollmer, Anna Maria, Wagner, Stefan
Published in ACM transactions on software engineering and methodology (01.04.2022)
Published in ACM transactions on software engineering and methodology (01.04.2022)
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DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network
Cheng, Xiao, Wang, Haoyu, Hua, Jiayi, Xu, Guoai, Sui, Yulei
Published in ACM transactions on software engineering and methodology (01.05.2021)
Published in ACM transactions on software engineering and methodology (01.05.2021)
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An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural Machine Translation
Tufano, Michele, Watson, Cody, Bavota, Gabriele, Penta, Massimiliano Di, White, Martin, Poshyvanyk, Denys
Published in ACM transactions on software engineering and methodology (31.10.2019)
Published in ACM transactions on software engineering and methodology (31.10.2019)
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In-IDE Code Generation from Natural Language: Promise and Challenges
Xu, Frank F., Vasilescu, Bogdan, Neubig, Graham
Published in ACM transactions on software engineering and methodology (01.04.2022)
Published in ACM transactions on software engineering and methodology (01.04.2022)
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A Tale of Two Cities: Software Developers Working from Home during the COVID-19 Pandemic
Ford, Denae, Storey, Margaret-Anne, Zimmermann, Thomas, Bird, Christian, Jaffe, Sonia, Maddila, Chandra, Butler, Jenna L., Houck, Brian, Nagappan, Nachiappan
Published in ACM transactions on software engineering and methodology (01.04.2022)
Published in ACM transactions on software engineering and methodology (01.04.2022)
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A Survey of Flaky Tests
Parry, Owain, Kapfhammer, Gregory M., Hilton, Michael, McMinn, Phil
Published in ACM transactions on software engineering and methodology (31.01.2022)
Published in ACM transactions on software engineering and methodology (31.01.2022)
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Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
Liu, Yue, Le-Cong, Thanh, Widyasari, Ratnadira, Tantithamthavorn, Chakkrit, Li, Li, Le, Xuan-Bach D., Lo, David
Published in ACM transactions on software engineering and methodology (04.06.2024)
Published in ACM transactions on software engineering and methodology (04.06.2024)
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The ABC of Software Engineering Research
Stol, Klaas-Jan, Fitzgerald, Brian
Published in ACM transactions on software engineering and methodology (01.10.2018)
Published in ACM transactions on software engineering and methodology (01.10.2018)
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Defining a Knowledge Graph Development Process Through a Systematic Review
Tamašauskaitė, Gytė, Groth, Paul
Published in ACM transactions on software engineering and methodology (13.02.2023)
Published in ACM transactions on software engineering and methodology (13.02.2023)
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A Survey on Automated Driving System Testing: Landscapes and Trends
Tang, Shuncheng, Zhang, Zhenya, Zhang, Yi, Zhou, Jixiang, Guo, Yan, Liu, Shuang, Guo, Shengjian, Li, Yan-Fu, Ma, Lei, Xue, Yinxing, Liu, Yang
Published in ACM transactions on software engineering and methodology (24.07.2023)
Published in ACM transactions on software engineering and methodology (24.07.2023)
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Rise of the Planet of Serverless Computing: A Systematic Review
Wen, Jinfeng, Chen, Zhenpeng, Jin, Xin, Liu, Xuanzhe
Published in ACM transactions on software engineering and methodology (21.07.2023)
Published in ACM transactions on software engineering and methodology (21.07.2023)
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Code Structure–Guided Transformer for Source Code Summarization
Gao, Shuzheng, Gao, Cuiyun, He, Yulan, Zeng, Jichuan, Nie, Lunyiu, Xia, Xin, Lyu, Michael
Published in ACM transactions on software engineering and methodology (13.02.2023)
Published in ACM transactions on software engineering and methodology (13.02.2023)
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Structured Chain-of-Thought Prompting for Code Generation
Li, Jia, Li, Ge, Li, Yongmin, Jin, Zhi
Published in ACM transactions on software engineering and methodology (21.01.2025)
Published in ACM transactions on software engineering and methodology (21.01.2025)
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