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Titlebook: Software Architecture. ECSA 2024 Tracks and Workshops; Luxembourg City, Lux Apostolos Ampatzoglou,Jennifer Pérez,Elena Navarro Conference p

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Semantics Enhancing Model Transformation for Automated Constraint Validation of Palladio Software Artool, that allows to transform system models from Palladio models to MontiArc models, enrich them with semantic constraints and validate these constraints with the MontiArc workbench. We present exemplary results of this transformation and validation applied to a simplified model of a component-based simulator of the Palladio approach.
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Mapping Source Code to Software Architecture by Leveraging Large Language Models and code using large language models outperforms other modern methods. The different applied machine learning classifiers perform comparably well, where the best attain accuracy of around 40% and F1-score of around 30%.
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