Ph.D. Candidate

Intelligent Software Lab, Chungnam National University

🇰🇷 South Korea

💌 Email: [email protected]

📕 Github: https://github.com/hyenee

CV.pdf

👩🏻‍💻 Research Interests

• Large Language Model
• Text Generation
• Data Augmentation

🎓 Education

Chungnam National University

• Ph.D in Computer Science and Engineering (2022.03 ~ 2026.02 (Expected))
  • Intelligent Software Laboratory
  • Adviser: Prof. Sangkeun Jung
• M.S in Computer Science and Engineering (2020.03 ~ 2022.02)
  • Intelligent Software Laboratory
  • Adviser: Prof. Sangkeun Jung
• B.S in Computer Science and Engineering (2016.03 ~ 2020.02)

📑 Publications

International Journals

1. Taewook Hwang, Hyein Seo, Sangkeun Jung, “Local Back-Propagation for Forward-Forward Networks: Independent Unsupervised Layer-Wise Training”, Applied Sciences, 2025. (SCIE) [paper]
2. Hyein Seo, Taewook Hwang, Jeesu Jung, Hyeonseok Kang, Hyuk Namgoong, Yohan Lee, Sangkeun Jung, “Large Language Models as Evaluators in Education: Verification of Feedback Consistency and Accuracy”, Applied Sciences, 2025. (SCIE) [paper]
3. Jeesu Jung, Hyein Seo, Hyuk Namgoong, Sangkeun Jung, “Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks”, IEEE Access, vol 12, pp. 197376-197388, 2024. (SCIE) [paper]
4. Hyein Seo, Sangkeun Jung, Jeesu Jung, Taewook Hwang, Hyuk Namgung, Yoon-Hyung Roh, “Controllable Text Generation using Semantic Control Grammar,” IEEE Access, vol 11, pp. 26329-26343, 2023. (SCIE) [paper]
5. Jeesu Jung, Sangkeun Jung, Hyein Seo, Hyuk Namgung, Sungryeol Kim, “Sequence Alignment Ensemble with a Single Neural Network for Sequence Labeling,” IEEE Access, Volume 10, Pages 73562-73570, July, 2022. (SCIE) [paper]
6. Hyein Seo, Sangkeun Jung, Taewook Hwang, Hyunji Kim, and Yoon-Hyung Roh, "Syntax Vector Learning Using Correspondence for Natural Language Understanding," IEEE Access, vol. 9, pp. 84067-84078, 2021. (SCIE) [paper]

International Conferences

1. Hyein Seo, Taewook Hwang, Yohan Lee, Sangkeun Jung, “FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring”, The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025) [paper]
2. Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang, Riwoo Chung, “Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition”, The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) [paper]
3. Jeesu Jung*, Hyein Seo*, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang, “Interactive User Interface for Dialogue Summarization,” In Proceedings of the 28th Annual Conference on Intelligent User Interfaces (IUI '23), Association for Computing Machinery, New York, NY, USA, 934–957, 2023. [paper]