Advanced Engineering Informatics (submitted, 2025)

BearGen: LLM-Guided Signal Generation Framework for Bearing Fault Diagnosis

Jaeyoung Lee, Hyuna Jeon, Uiin Kim and Misuk Kim✝  

ACM Computing Surveys (submitted, 2025)

Data Transformation Strategies to Remove Heterogeneity

Sangbong Yoo, Jaeyoung Lee, Chanyoung Yoon, Geonyeong Son, Hyein Hong, Seongbum Seo, Soobin Yim, Chanyoung Jung, Jungsoo Park, Misuk Kim✝ and Yun Jang

2025 INFORMS Conference on Quality, Statistics and Reliability (ICQSR)

Generation and Validation of Multimodal Data for Bearing Diagnosis Using LLM 

Jaeyoung Lee and Misuk Kim✝  

Korea Data Mining Society 2025

LLM을 활용한 설명 기반 시그널 생성 프레임워크 [최우수 논문상]

Jaeyoung Lee and Misuk Kim✝  

The Korean Reliability Society 2025

LLM을 활용한 베어링 진단 멀티모달 데이터 생성 및 검증

Jaeyoung Lee and Misuk Kim✝  

Findings of NAACL 2025

From Curiosity to Clarity: Exploring the Impact of Consecutive Why-Questions

Geonyeong Son, Jaeyoung Lee and Misuk Kim✝  

[PDF] 

Findings of EMNLP 2024

ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases

Jaeyoung Lee, Geonyeong Son and Misuk Kim✝  

[PDF] 

COLING 2024 [Oral]

Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents

Jaeyoung Lee, Joonwon Jang and Misuk Kim✝  

[PDF] 

Korea Data Mining Society 2024

기업 내・외부 정보를 반영한 텍스트 기반 ESG 평가 자동화 프레임워크 [최우수 논문상]

Jaeyoung Lee and Misuk Kim✝  

Expert Systems with Applications 

ESG Information Extraction with Cross-sectoral and Multi-source Adaptation based on Domain-tuned Language Models

Jaeyoung Lee and Misuk Kim✝  

[PDF] 

Korea Software Congress 2023

K-ESG guideline-based sustainability reports analysis via semantic search

Jaeyoung Lee and Misuk Kim✝  

Korea Data Mining Society 2023

Verification and evaluation of domestic suitability and effectiveness of K-ESG indicators

Jaeyoung Lee and Misuk Kim✝  

HCI Korea 2023

Analysis of the Relationship between Sustainability Report and K-ESG Guideline via Text Mining 

Jaeyoung Lee and Misuk Kim✝  

Korea Data Mining Society 2022

ESG Information Extraction: Learning Model Development and External Document Application 

Jaeyoung Lee and Misuk Kim✝  

Korea Computer Congress 2022

Cross-domain adaptation via fine-tuning language model in ESG market

Jaeyoung Lee and Misuk Kim✝  

Korea Software Congress 2021

Building dataset and verification for ESG classification: Korean Electronic Company

Jaeyoung Lee and Misuk Kim✝  

Korea Computer Congress 2021

Deep Hierarchical Model for Incongruent News Headline Detection and Building Fake News Dataset 

Joonwon Jang, Hahyun Cho, Jaeyoung Lee and Misuk Kim✝