AutoMCQ - Automatically Generate Code Comprehension Questions using GenAI

Martin Goodfellow, Robbie Booth, Andrew Fagan, Alasdair Lambert · 2025

Students often do not fully understand the code they have written. This sometimes does not become evident until later in their education, which can mean it is harder to fix their incorrect knowledge or misunderstandings. In addition, being able to fully understand code is increasingly important in a world where students have access to generative artificial intelligence (GenAI) tools, such as GitHub Copilot.

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