A Comparative Study of Text Genres in English-Chinese Translation Effects Based on Deep Learning LSTM

Table 1

Experimental results of data enhancement method.

Method	Model	Validation set	Test set
Standard	LSTM	17.60	17.10
	LSTM+Attention	19.50	18.40
	LSTM+Grammar	21.30	20.20
Data enhance	LSTM	19.20	18.60
	LSTM+Attention	21.70	20.90
	LSTM+Grammar	23.10	22.50