3 papers
cs.CL2026
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases
Jaeyoung Lee, Geonyeong Son, Misuk Kim
With the expansion of pre-trained language model usage in recent years, the importance of datasets for performing tasks in specialized domains has significantly increased. Therefor…
cs.AI2026
Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents
Jaeyoung Lee, Joonwon Jang, Misuk Kim
Consistency within a document is a crucial feature indicative of its quality. Recently, within the vast amount of information produced across various media, there exists a signific…
cs.LG2025
Data Transformation Strategies to Remove Heterogeneity
Sangbong Yoo, Jaeyoung Lee, Chanyoung Yoon +8
Data heterogeneity is a prevalent issue, stemming from various conflicting factors, making its utilization complex. This uncertainty, particularly resulting from disparities in dat…