Using LLMs for Knowledge Component-level Correctness Labeling in Open-ended Coding Problems

Zhangqi Duan, Arnav Kankaria, Dhruv Kartik +1

Fine-grained skill representations, commonly referred to as knowledge components (KCs), are fundamental to many approaches in student modeling and learning analytics. However, KC-l…