2 papers
cs.CY2026
KT4EQG: Personalized Exercise Question Generation via Knowledge Tracing
Xinyi Gao, Qiucheng Wu, Lu Ding +5
Educational Question Generation (EQG) aims to synthesize customized exercise questions that enhance student learning. An effective EQG system should ideally personalize questions f…
cs.CL2025
A Hierarchical Probabilistic Framework for Incremental Knowledge Tracing in Classroom Settings
Xinyi Gao, Qiucheng Wu, Yang Zhang +4
Knowledge tracing (KT) aims to estimate a student's evolving knowledge state and predict their performance on new exercises based on performance history. Many realistic classroom s…