Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions

Qirui Liu, Hao Chen, Weijie Shi +2

Accurately identifying student misconceptions is crucial for personalized education but faces three challenges: (1) data scarcity with long-tail distribution, where authentic stude…