作者位次 #5/7ACL 2026Findings· Findings of ACL
LLM - KT : Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play Alignment
Ziwei Wang · Jie Zhou · Qin Chen · Bo Jiang · Qingchun Bai · Liang Dou · Liang He
摘要
Knowledge Tracing (KT) is a pivotal task in personalized education, aiming to predict students’ future performance based on their historical interactions. While prior work has focused on learning behavioral sequences using question IDs or surface-level textual features, these methods often fail t...