From: When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification
Method
HaoDaiFu (all 805 diseases)
ChinaRe (all 44 diseases)
BOW
0.4158
0.8534
BOW_EXP
0.4266a
0.8934a
BOW_EXP_KG
0.4254a
0.8940a
CBOW
0.2097
0.5817
CBOW_KG
0.2064
0.5714
LSTM
0.2013
0.6064
LSTM_KG
0.0377
0.6243
BERT
0.5020ab
0.9551ab