Medical text categorization is an important task in Natural Language Processing (NLP). Current training data for large language models usually come from the Internet, and thus the generalization ...

Abstract: Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority ...