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

Table 1

Comparison of the method with published studies.

Model	MT04/BLEU	MT05/BLEU	Average/BLEU
LSTM	15.62	14.81	15.21
LSSVM	17.76	16.89	17.32
CNN	13.12	14.32	13.72
CNN + LSTM	18.99	17.03	18.01
LSTM + ATT	21.69	23.44	22.57
Proposed method (CNN + LSTM + ATT)	24.33	25.97	25.15