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
Initial learning rate
0.001
Batch size
32
Maximum training epochs
20
Size of LSTM hidden units
200
Optimizer
Adam