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Hyein Seo

Observed name: Seo, Hyein
ORCID: 0000-0003-3107-0880
Observed ORCID: 0000-0003-3107-0880
OpenAlex ID: A5014880875
Large Language Models as Evaluators in Education: Verification of Feedback Consistency and Accuracy
2025 · Hyein Seo, Taewook Hwang, et al. · Applied Sciences · 44
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Controllable Text Generation Using Semantic Control Grammar
2023 · Hyein Seo, Sangkeun Jung, et al. · IEEE Access · 9
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Interactive User Interface for Dialogue Summarization
2023 · Jeesu Jung, Hyein Seo, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 6
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Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models
2025 · Taewook Hwang, Hyein Seo, et al. · Applied Sciences · 5
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Sequence Alignment Ensemble With a Single Neural Network for Sequence Labeling
2022 · Jeesu Jung, Sangkeun Jung, et al. · IEEE Access · 4
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Syntax Vector Learning Using Correspondence for Natural Language Understanding
2021 · Hyein Seo, Sangkeun Jung, et al. · IEEE Access · 3
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Local Back-Propagation for Forward-Forward Networks: Independent Unsupervised Layer-Wise Training
2025 · Taewook Hwang, Hyein Seo, et al. · Applied Sciences · 2
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Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition
2024 · Hyeonseok Kang, Hyein Seo, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2
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Local Back-Propagation: Layer-wise Unsupervised Learning in Forward-Forward Algorithms
2025 · Taewook Hwang, Hyein Seo, et al. · Research Square · 1
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FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring
2025 · Hyein Seo, Taewook Hwang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Evaluating Large Language Models on the 2026 Korean CSAT Mathematics Exam: Measuring Mathematical Ability in a Zero-Data-Leakage Setting
2026 · Goun Pyeon, Inbum Heo, et al. · Applied Artificial Intelligence
GROVE : Hybrid data selection strategies for cost-effective instruction tuning
2026 · Jeesu Jung, Taewook Hwang, et al. · Expert Systems with Applications
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving
2025 · Association for Computational Linguistics 2025, Han, Yerim, et al. · Underline Science Inc.
Evaluating Large Language Models on the 2026 Korean CSAT Mathematics Exam: Measuring Mathematical Ability in a Zero–Data-Leakage Setting
2025 · Pyeon, Goun, Heo, Inbum, et al. · Zenodo (CERN European Organization for Nuclear Research)
Evaluating Large Language Models on the 2026 Korean CSAT Mathematics Exam: Measuring Mathematical Ability in a Zero–Data-Leakage Setting
2025 · Pyeon, Goun, Heo, Inbum, et al. · Zenodo (CERN European Organization for Nuclear Research)
Employing Layerwised Unsupervised Learning to Lessen Data and Loss Requirements in Forward-Forward Algorithms
2024 · Hwang, Taewook, Seo, Hyein, et al. · arXiv (Cornell University)
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Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks
2024 · Jeesu Jung, Hyein Seo, et al. · IEEE Access
PatentQ&A: Proposal of Patent Q&A Neural Search System Using Transformer Model
2023 · Yoonmin Lee, Taewook Hwang, et al. · Journal of KIISE
Syntax Vector Learning using Syntax Correspondence Learning in Natural Language Understanding
2021 · Hyein Seo, Sangkeun Jung, et al. · 정보과학회 컴퓨팅의 실제 논문지
자연어이해 영역에서의 관계성 학습을 통한 유사구조 문장 벡터 학습방법
2021 · Hyein Seo, Sangkeun Jung, et al.
Semantic Similarity-based Intent Analysis using Pre-trained Transformer for Natural Language Understanding
2020 · Sangkeun Jung, Hyein Seo, et al. · Journal of KIISE
사전학습 언어모델 기반 트랜스포머를 활용한 의미유사도기반 자연어이해 의도파악 방법
2020 · Sangkeun Jung, Hyein Seo, et al.
Word based DNA Sequence Comparison Method with Reduced Complexity
2015 · Hyein Seo, Gyu-Bum Han, et al.
Works count: 23
Citation count: 77
H-index: 4
I10-index: 1
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