User profiles for SeongYeub Chu

SeongYeub Chu

Korea Advanced Institute of Science & Technolongy
Verified email at kaist.ac.kr
Cited by 40

[CITATION][C] Option-Knowledge Concept Aware Knowledge Tracing: modeling student proficiency with process-oriented assessment in education

SY Chu, JW Kim, ST Yoo, MY Yi - 한국정보과학회 학술발표논문집, 2024 - dbpia.co.kr
This study investigates the impact of integrating option selection into knowledge tracing models
in education. Moving beyond traditional focus on performance outcomes, it examines the …

Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning

JW Kim, SY Chu, HM Park, B Wong, MY Yi - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in graph neural networks (GNNs) and heterogeneous GNNs (HGNNs)
have advanced node embeddings and relationship learning for various tasks. However, …

Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation

SY Chu, JW Kim, MY Yi - arXiv preprint arXiv:2409.07355, 2024 - arxiv.org
This study introduces \textbf{InteractEval}, a framework that integrates human expertise and
Large Language Models (LLMs) using the Think-Aloud (TA) method to generate attributes …

Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs

SY Chu, JW Kim, B Wong, MY Yi - arXiv preprint arXiv:2410.14202, 2024 - arxiv.org
Existing automated essay scoring (AES) has solely relied on essay text without using
explanatory rationales for the scores, thereby forgoing an opportunity to capture the specific …

Beyond Right and Wrong: Mitigating Cold Start in Knowledge Tracing Using Large Language Model and Option Weight

JW Kim, SY Chu, B Wong, M Yi - arXiv preprint arXiv:2410.12872, 2024 - arxiv.org
Knowledge Tracing (KT) is vital in educational data mining, enabling personalized learning
by tracking learners' knowledge states and forecasting their academic outcomes. This study …

Development of an AI chatbot-based teaching model for English picture book retelling activities

SY Chu - 현대영어교육, 2021 - kiss.kstudy.com
The aim of this study was to develop and apply an AI chatbot-based teaching model for
English picture book retelling activities in elementary schools. Participants were 18 students of …

[PDF][PDF] A Systematic Review of CEFR-Related Research of English Education in South Korea

JH Jeon - Journal of Curriculum and Teaching, 2022 - researchgate.net
This study aims to analyze the trend of CEFR (Common European Framework of Reference)
related research in South Korea using the method of a systematic review and to discuss the …

[CITATION][C] A study of using task-based artificial intelligence (AI) chatbot for further interaction in English and the analysis of students' production

SY Chu, DG Min - Primary English Education, 2019

[CITATION][C] A study on the development of AI chatbot-based English picture book retelling teaching model

SY Chu - … master's thesis]. Cheongju National University of …, 2021

[CITATION][C] Min. 2021

SY Chu, D Gi - Development of an ai chatbot-based teaching model …