Alessandra Mancas

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.