From: A deep learning model incorporating part of speech and self-matching attention for named entity recognition of Chinese electronic medical records
LSTM-CRF
SM-LSTM-CRF
Character
Character + POS
P
0.6568
0.7606
0.6858
0.7819
R
0.6904
0.7487
0.6991
0.7713
F
0.6732
0.7546
0.7765