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

22 Jun 2020Shijing SiRui WangJedrek WosikHao ZhangDavid DovGuoyin WangRicardo HenaoLawrence Carin

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 based on BioBERT (Bidirectional Encoder Representations from Transformers forBiomedical TextMining)... (read more)

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