Multi-Label Classification in Patient-Doctor Dialogues with the RoBERTa-WWM-ext + CNN (robustly Optimized Bidirectional Encoder Representations from Transformers Pretraining Approach with Whole Word Masking Extended Combining a Convolutional Neural Network) Model: Named Entity Study.

Yuanyuan Sun,Dongping Gao,Xifeng Shen,Meiting Li,Jiale Nan,Weining Zhang

JMIR MEDICAL INFORMATICS（2022）

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online consultation,named entity,automatic classification,ERNIE,Enhanced Representation through Knowledge Integration,BERT,Bidirectional Encoder Representations from Transformers,machine learning,neural network,model,China,Chinese,classification,patient-physician dialogue,patient doctor dialogue,semantics,natural language processing

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