Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task. - Unggi Lee; Jiyeong Bae; Dohee Kim; Sookbun Lee; Jaekwon Park; Taekyung Ahn; Gunho Lee; Damji Stratton; Hyeoncheol Kim (CoRR, 2024)

From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education. - Unggi Lee; Jiyeong Bae; Yeonji Jung; Minji Kang; Gyuri Byun; Yeonseo Lee; Dohee Kim; Sookbun Lee; Jaekwon Park; Taekyung Ahn; Gunho Lee; Hyeoncheol Kim (CoRR, 2024)

ES-KT-24: A Multimodal Knowledge Tracing Benchmark Dataset with Educational Game Playing Video and Synthetic Text Generation. - Dohee Kim; Unggi Lee; Sookbun Lee; Jiyeong Bae; Taekyung Ahn; Jaekwon Park; Gunho Lee; Hyeoncheol Kim (ITS (2), 2025)

Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark. - Unggi Lee; Jaeyong Lee; Jiyeong Bae; Yeil Jeong; Junbo Koh; Gyeonggeon Lee; Gunho Lee; Taekyung Ahn; Hyeoncheol Kim (CoRR, 2025)