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Generative Artificial Intelligence for Software Engineering—A Research Agenda

Generative artificial intelligence (GenAI) tools have become increasingly prevalent in software development, offering assistance to various managerial and technical project activities. Notable examples of these tools include OpenAI's ChatGPT, GitHub Copilot, and Amazon CodeWhisperer.

Computer ScienceEngineering
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References (100)

01Generative AI for Requirements Engineering: A Systematic Literature ReviewHaowei Cheng, Jati H. Husen, S. R. O. Peralta et al.2024 · Software, Practice & Experience · 66 citations In Library
02Large Language Model-Based Agents for Software Engineering: A SurveyJunwei Liu, Kaixin Wang, Yixuan Chen et al.2024 · ACM Transactions on Software Engineering and Methodology · 227 citations In Library
03Software engineering education in the era of conversational AI: current trends and future directionsCigdem Sengul, Rumyana Neykova, Giuseppe Destefanis2024 · Frontiers Artif. Intell. · 36 citations
04Generative AI for Self-Adaptive Systems: State of the Art and Research RoadmapJialong Li, Mingyue Zhang, Nianyu Li et al.2024 · ACM Transactions on Autonomous and Adaptive Systems · 92 citations In Library
05Nearest‐neighbor, BERT‐based, scalable clone detection: A practical approach for large‐scale industrial code basesG. Ahmed, James Patten, Yuanhua Han et al.2024 · Software, Practice & Experience · 7 citations
06Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field StudyWenhan Lyu, Yimeng Wang, T. Chung et al.2024 · ACM Conference on Learning @ Scale · 146 citations In Library
07LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road AheadJunda He, Christoph Treude, David Lo2024 · ACM Transactions on Software Engineering and Methodology · 301 citations In Library
08Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated CodeFang Liu, Yang Liu, Lin Shi et al.2024 · IEEE Transactions on Software Engineering · 221 citations In Library
09Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by StepLi Zhong, Zilong Wang, Jingbo Shang2024 · Annual Meeting of the Association for Computational Linguistics · 198 citations In Library
10Evaluating LLM-generated Worked Examples in an Introductory Programming CourseBreanna Jury, A. Lorusso, Juho Leinonen et al.2024 · IFAC Symposium on Advances in Control Education · 94 citations
11An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering ProjectSanka Rasnayaka, Guanlin Wang, Ridwan Shariffdeen et al.2024 · 2024 IEEE/ACM International Workshop on Large Language Models for Code (LLM4Code) · 105 citations In Library
12Evaluating the Quality of LLM-Generated Explanations for Logical Errors in CS1 Student ProgramsRishabh Balse, Viraj Kumar, Prajish Prasad et al.2023 · Compute · 44 citations

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