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Table 3 Performance of Self-matching attention mechanism

From: A deep learning model incorporating part of speech and self-matching attention for named entity recognition of Chinese electronic medical records

 

P

R

F

LSTM-CRF

0.6568

0.6904

0.6732

SM-LSTM-CRF

0.6858

0.6991

0.6991