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Table 3 Hyperparameters chosen for all our experiments

From: Entity recognition from clinical texts via recurrent neural network

Hyperparameter 2010/2012/2014
Dimension of token-level word representation 50
Dimension of character representation 25
Character-level LSTM size 25
Character-level CNN filter size 3
Character-level CNN filter number 25
Token-level LSTM size 100
Dropout probability 0.5
Learning rate 0.005
Gradient clipping 5.0
Training epochs 50/30/55