Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
About Me
About Me
portfolio
Data Selection for Instruction Tuning
Conducted data selection and augmentation for instruction datasets at KT.
Human-AI Interactive Dialogue Summarization
Developed technology for generating summaries based on conversation history at KT.
Sentence Generation Technology Utilizing Large Language Models
Designed a framework for data selection for curriculum learning at KT.
Knowledge Graph-Based Multi-Document Analysis
Developed a UI and framework for data refinement at KT.
Dialogue History-Aware Sentence Similarity Learning
Generated data for instruction and alignment of models at ETRI.
Conversational Vector Expression Learning
Data classification and augmentation for enhancing factuality at ETRI.
publications
Sequence Alignment Ensemble with a Single Neural Network for Sequence Labeling
Published in IEEE Access, 2022
IEEE Access
Recommended citation: Jeesu Jung, Sangkeun Jung, Hyein Seo, Hyuk Namgoong, Sungryeol Kim. (2022). "Sequence Alignment Ensemble with a Single Neural Network for Sequence Labeling". IEEE Access.
Sequential Alignment Methods for Ensemble Part-of-Speech Tagging
Published in BigComp 2022, 2022
BigComp 2022
Recommended citation: Jeesu Jung, Sangkeun Jung, Yoon-Hyung Roh. (2022). "Sequential Alignment Methods for Ensemble Part-of-Speech Tagging". BigComp 2022.
Controllable Text Generation using Semantic Control Grammar
Published in IEEE Access, 2023
IEEE Access
Recommended citation: Hyein Seo, Sangkeun Jung, Jeesu Jung, Taewook Hwang, Hyuk Namgoong. (2023). "Controllable Text Generation using Semantic Control Grammar". IEEE Access.
Interactive User Interface for Dialogue Summarization
Published in IUI ’23, 2023
IUI ’23
Recommended citation: Jeesu Jung, Hyein Seo, Sangkeun Jung, Riwoo Chung, Hwijung Ryu, Du-Seong Chang. (2023). "Interactive User Interface for Dialogue Summarization". IUI ’23.
Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks
Published in IEEE Access, 2024
IEEE Access
Recommended citation: Jeesu Jung, Hyein Seo, Hyuk Namgoong, Sangkeun Jung. (2024). "Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks". IEEE Access.
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism
Published in ACL 2024, 2024
ACL 2024
Recommended citation: Hyuk Namgoong, Jeesu Jung, Sangkeun Jung, Yoon-Hyung Roh. (2024). "Exploring Domain Robust Lightweight Reward Models based on Router Mechanism". ACL 2024.
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition
Published in ACL 2024, 2024
ACL 2024
Recommended citation: Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-seong Chang, Riwoo Chung. (2024). "Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition". ACL 2024.
LLM-as-Evaluators in Education: Verification of Feedback Consistency and Accuracy
Published in Applied Sciences, 2025
Applied Sciences
Recommended citation: Hyein Seo, Taewook Hwang, Jeesu Jung, Hyeonseok Kang, Hyuk Namgoong, Yohan Lee, Sangkeun Jung. (2025). "LLM-as-Evaluators in Education: Verification of Feedback Consistency and Accuracy". Applied Sciences.
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications
Published in COLING 2025, 2025
COLING 2025
Recommended citation: Sangkeun Jung, Jeesu Jung. (2025). "Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications". COLING 2025.
Empirical Analysis of Task Mixture Effects in Instruction Tuning: A Statistical Approach
Published in ARR 2025 October (Under Review), 2025
ARR 2025 October (Under Review)
Recommended citation: Jeesu Jung, Sangkeun Jung. (2025). "Empirical Analysis of Task Mixture Effects in Instruction Tuning: A Statistical Approach". ARR 2025 October (Under Review).
GROVE: Hybrid Data Selection Strategies for Cost-Effective Instruction Tuning of Small Large Language Models
Published in Expert Systems with Applications (Under Review), 2025
Expert Systems with Applications (Under Review)
Recommended citation: Jeesu Jung, Taewook Hwang, Hyein Seo, Sangkeun Jung. (2025). "GROVE: Hybrid Data Selection Strategies for Cost-Effective Instruction Tuning of Small Large Language Models". Expert Systems with Applications (Under Review).
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation
Published in EMNLP 2025, 2025
EMNLP 2025
Recommended citation: Hyuk Namgoong, Jeesu Jung, Sangkeun Jung, Yohan Lee, Hyeonsoek Kang. (2025). "AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation". EMNLP 2025.
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
Published in EMNLP 2025, 2025
EMNLP 2025
Recommended citation: Jeesu Jung, Chanjun Park, Sangkeun Jung. (2025). "ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction". EMNLP 2025.
talks
teaching
K-MOOC E-Learning Course
Associate Teacher, 2021–2022, 2021
Course: AI-powered Biotechnology Platform
Boostcourse (Naver & Upstage)
Associate Teacher, 2022–2024, 2022
Course: Natural Language Processing Applications
Samsung Software Academy For Youth (SSAFY)
Associate Teacher, 2024, 2025, 2024
Course: RAG system with User Interface