Author

Alessandra Mancas

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Preprint Aug 2026

Towards Automated Domain Model Extraction from Source Code using Heuristics and Open-Source LLMs

This paper proposes an automated approach to extract domain models from source code using lightweight, locally deployable LLMs and achieves high F1-scores on a dataset of ten projects, each comprising a curated domain model and its corresponding implementation, while remaining fully executable on locally deployable LLMs.

Alessandra Mancas, Mounir Ammam, Hyacinth Ali et al. · 0 citations