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Table 2 Hyper-parameters

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

Parameter

Value

Character embedding size

50

POS embedding size

50

Initial learning rate

0.001

Batch size

32

Maximum training epochs

20

Size of LSTM hidden units

200

Optimizer

Adam