Research on Computer Intelligent Proofreading System for English Translation Based on Deep Learning

Table 2

Hyperparameters for model training.

Parameter	Describe	Value
Vector	Length of word vector	55
Input	The size of the input layer	75
Batch	The number of samples in a batch of training	300
Max_epoch	Largest training round	256
Dropout	Dropout probability	0.9
Learning	Learning rate	0.001
L2	L2 regularization parameter	0.001
Max_gradient	Threshold for gradient pruning	11