Intelligent Test Algorithm for English Writing Using English Semantic and Neural Networks

Table 2

Super parameter setting.

Layer	Hyper-parameter	POS	NER
LSTM	State size	200	200
	Initial state	0.0	0.0
Dropout	Dropout rate	0.5	0.5
	Batch size	10	10
	Initial learning rate	0.01	0.01
	Decay rate	0.2	0.2
Word embedding	Dimension	100	100