This is the official Git repository for “MENTOR: Fixing Introductory Programming Assignments With Formula-Based Fault Localization and LLM-Driven Program Repair”, published in the Journal of Systems ...
Abstract: Automatic program repair (APR) tools are valuable for students to assist them with debugging tasks since program repair captures the code modification to make a buggy program pass the given ...
Abstract: This study introduces Explain-then-Grade, an automated feedback framework designed for programming lab assignments using agent reasoning and large language models (LLMs). Unlike conventional ...
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