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Table 3 Hyper-parameters of the Developed Neual Sequence Labeling Nework

From: Family member information extraction via neural sequence labeling models with different tag schemes

Parameter

Value

Parameter

Value

word embedding size

200

Learning rate (LR)

0.01

char embedding size

30

Batch size

10

char embedding kernel size

3

Optimizer

SGD

number of char embedding kernels

50

Dropout

0.5

PoS embedding size

20

LR decay

0.05

UMLS embedding size

200

L2 regularization

1e-8

Epoch

1000

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