Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task

Knowledge Tracing (KT) is a critical task in online learning for modeling student knowledge over time. Despite the success of deep learning-based KT models, which rely on sequences of numbers as data, most existing approaches fail to leverage the rich semantic information in the text of questions an...

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Veröffentlicht in:	arXiv.org 2024-06
Hauptverfasser:	Lee, Unggi, Bae, Jiyeong, Kim, Dohee, Lee, Sookbun, Park, Jaekwon, Ahn, Taekyung, Lee, Gunho, Stratton, Damji, Kim, Hyeoncheol
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning Knowledge Language Semantics Tracing
Online-Zugang:	Volltext
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