作者位次 #5/8ACL 2026Findings· Findings of ACL
Automated Knowledge Component Generation and Interpretable Knowledge Tracing in Coding Problems
Zhangqi Duan · Nigel Fernandez · Arun Balajiee Lekshmi Narayanan · Mohammad Hassany · Rafaella Sampaio de Alencar · Peter Brusilovsky · Bita Akram · Andrew Lan
摘要
Knowledge components (KCs) are key to assessing student knowledge levels on fine-grained skills and driving personalization and feedback. However, crafting KCs and tagging them for problems, traditionally performed by human domain experts, is highly labor-intensive. Prior work has studied automat...