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
Initial POS tagging
Reduced POS tagging
P
0.7606
0.7959
0.7819
0.8054
R
0.7487
0.7829
0.7713
0.7961
F
0.7546
0.7894
0.7765
0.8007