Unprecedented Code Change Automation: The Fusion of LLMs and Transformation by Example

Software developers often repeat the same code changes within a project or across different projects. These repetitive changes are known as “code change patterns” (CPATs). Automating CPATs is crucial to expedite the software development process. While current Transformation by Example (TBE) techniqu...

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Veröffentlicht in:	Proceedings of the ACM on software engineering Jg. 1; H. FSE; S. 631 - 653
Hauptverfasser:	Dilhara, Malinda, Bellur, Abhiram, Bryksin, Timofey, Dig, Danny
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York, NY, USA ACM 12.07.2024
Schlagworte:	Artificial intelligence Computing methodologies Programming by example Software and its engineering Software maintenance tools Code Changes Automation Generative AI Program by Example Test Case Generation Code Clone Large Language Models Machine Learning Transformation by Example Python
ISSN:	2994-970X, 2994-970X
Online-Zugang:	Volltext
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