Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial Datasets

Modeling structure and behavior of software systems plays a crucial role in the industrial practice of software engineering. As with other software engineering artifacts, software models are subject to evolution. Supporting modelers in evolving software models with recommendations for model completi...

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Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 950 - 962
Hauptverfasser:	Tinnes, Christof, Welter, Alisa, Apel, Sven
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 26.04.2025
Schlagworte:	ai4se Biological system modeling copilots Data models generative ai intelligent modeling assistant Large language models model completion model-driven engineering Real-time systems Retrieval augmented generation Semantics Software Software product lines Software systems Source coding
ISSN:	1558-1225
Online-Zugang:	Volltext
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