Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage

Shijing Si, Rui Wang, Jedrek Wosik +5

Small and imbalanced datasets commonly seen in healthcare represent a challenge when training classifiers based on deep learning models. So motivated, we propose a novel framework…