LLM simulators exhibit near-zero selective response to targeted misconception feedback and behave sycophantically, but SFT and SFS-aligned RL improve this property.
Deep knowledge tracing.Advances in neural information processing systems, 28
3 Pith papers cite this work. Polarity classification is still indexing.
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Re-evaluation under controlled protocols shows that attention-enhanced PKT models do not consistently outperform standard DKT on the CodeWorkout dataset.
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.
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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.