Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions
arXiv:2605.14752v1 Announce Type: cross
Abstract: Accurately identifying student misconceptions is crucial for personalized education but faces three challenges: (1) data scarcity with long-tail distribution, where authentic student reasoning is diffi…