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

Table 2

Experimental results of data pretreatment method.

Data format	Model	Validation set	Test set
Standard	LSTM	18.40	16.80
	LSTM+Attention	20.30	17.50
	LSTM+Grammar	20.70	19.40
Vector	LSTM	20.80	19.20
	LSTM+Attention	22.40	21.30
	LSTM+Grammar	24.30	22.70