LiveGraph improves exercise recommendations by using graph representations to link student histories and dynamic re-ranking to boost both accuracy and content diversity on real-world learning datasets.
Clst: Cold-start mitigation in knowledge tracing by aligning a generative language model as a students’ knowledge tracer.arXiv preprint arXiv:2406.10296, 2024
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LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation
LiveGraph improves exercise recommendations by using graph representations to link student histories and dynamic re-ranking to boost both accuracy and content diversity on real-world learning datasets.