M. Raoufi

A RAG-Enhanced Human-in-the-Loop Framework for Automated Assessment of Engineering Laboratory Reports

The results demonstrate that the integration of Retrieval-Augmented Generation, rubric-based evaluation, and Human-in-the-Loop validation constitutes an effective approach for AI-supported assessment of engineering laboratory reports, maintaining instructor oversight and educational integrity.