AIED

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

Fri Jul 3, 11:15 AM–11:30 AM · R2 (Auditorium Meeting 2)

Part of LLM-Driven Personalized Feedback and Knowledge Tracing in Programming Education

Generative AI & Large Language Models Knowledge Tracing Programming & CS Education Automated Assessment & Scoring

★ Notable speakers

Andrew Lan ★ — Machine learning and NLP for personalized learning, knowledge tracing, automated assessment

Uses LLMs to label student solutions at the knowledge-component level for open-ended coding problems, enabling finer-grained tracking of skill mastery.

Authors

Zhangqi Duan, Arnav Kankaria, Dhruv Kartik, Andrew Lan