M2M applies LLMs with retrieval-augmented generation to student forum posts to identify class-level misunderstandings and generate targeted learning resources, evaluated qualitatively with five instructors.
A multidimensional deep learner model of urgent instructor intervention need in mooc forum posts
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From Misunderstandings to Learning Opportunities: Leveraging Generative AI in Discussion Forums to Support Student Learning
M2M applies LLMs with retrieval-augmented generation to student forum posts to identify class-level misunderstandings and generate targeted learning resources, evaluated qualitatively with five instructors.