2 papers
cs.CV2026
SciGA: A Comprehensive Dataset for Designing Graphical Abstracts in Academic Papers
Takuro Kawada, Shunsuke Kitada, Sota Nemoto +1
Graphical Abstracts (GAs) play a crucial role in visually conveying the key findings of scientific papers. Although recent research increasingly incorporates visual materials such…
cs.CL2025
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition
Sota Nemoto, Shunsuke Kitada, Hitoshi Iyatomi
Data imbalance presents a significant challenge in various machine learning (ML) tasks, particularly named entity recognition (NER) within natural language processing (NLP). NER ex…