Efficient English Translation Method and Analysis Based on the Hybrid Neural Network

Table 2

Comparison of the method with published studies.

Model	MT04/BLEU	MT05/BLEU	Average/BLEU
LSTM	13.31	12.51	12.91
LSSVM	15.21	14.35	14.78
CNN	11.06	11.53	11.3
CNN + LSTM	17.22	14.97	16.10
LSTM + ATT	20.01	21.23	20.62
Proposed method (CNN + LSTM + ATT)	22.16	24.83	23.50