Parameter name

Parameter value

Eembedding size

768

Convolution kernels num

128, 128, 128

convolution kernels length

3, 4, 5

Batch size

32

Optimizer

Adam

Sentence length

70

Learning rate

0.00005

Lstm units

128

Dropout rate

0.5

Validation split

0.3