Search Results for author: Unggi Lee

Found 3 papers, 1 papers with code

LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education

no code implementations9 Feb 2024 Unggi Lee, Minji Jeon, Yunseo Lee, Gyuri Byun, Yoorim Son, Jaeyoon Shin, Hongkyu Ko, Hyeoncheol Kim

This study explores the application of multi-modal large language models (MLLMs) in art appreciation education, focusing on developing LLaVA-Docent, a model that leverages these advancements.

Benchmarking Emotional Intelligence +2

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

MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing

1 code implementation19 Aug 2022 Unggi Lee, Yonghyun Park, Yujin Kim, Seongyune Choi, Hyeoncheol Kim

Models that consider both interpretability and the performance improvement have been insufficient.

Knowledge Tracing Management

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