From: When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification
Method
HaoDaiFu (89 rare diseases)
ChinaRe (5 rare diseases)
BOW
0.3044
0.8454
BOW_EXP
0.3056a
0.9058
BOW_EXP_KG
0.3115a
0.9034
CBOW
0.1215
0.1945
CBOW_KG
0.1153
0.2136
LSTM
0
LSTM_KG
BERT
0. 3795ab
0.9028