Enhancing Biomedical Multi-Label Text Classification via Topic-Based Text Representation
Findings indicate that integrating topic modeling– based thematic information with PLMs provides an effective, generalizable, and practical solution for biomedical MLTC tasks, and enriching general-purpose language models with topic information offers a promising alternative that reduces reliance on costly, data-intens...