Search Results for author: Damji Stratton

Found 2 papers, 0 papers with code

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

no code implementations5 Jun 2024 Unggi Lee, Jiyeong Bae, Dohee Kim, Sookbun Lee, Jaekwon Park, Taekyung Ahn, Gunho Lee, Damji Stratton, Hyeoncheol Kim

By leveraging the power of language models to capture semantic representations, LKT effectively incorporates textual information and significantly outperforms previous KT models on large benchmark datasets.

Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction

no code implementations19 Dec 2023 Unggi Lee, SungJun Yoon, Joon Seo Yun, KyoungSoo Park, YoungHoon Jung, Damji Stratton, Hyeoncheol Kim

This paper presents novel techniques for enhancing the performance of knowledge tracing (KT) models by focusing on the crucial factor of question and concept difficulty level.

Contrastive Learning Knowledge Tracing +3

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