Research Article

[Retracted] English-Chinese Machine Translation Model Based on Bidirectional Neural Network with Attention Mechanism

Table 4

Comparison of translation model performance.

Translation modelDevTest1Test2Test3

RNN10.8711.6311.7912.39
LSTM12.1513.8313.9914.47
GRU12.1613.8514.0114.49
BiGRU13.8215.4915.5816.21
Attention+RNN14.7516.4116.6220.34
Attention+LSTM20.7422.4722.5323.27
Attention+GRU20.7722.4922.5523.31
Attention+BiGRU21.8623.3723.4124.28
A-BLSTM22.2723.7323.8724.48