Research Article
[Retracted] English-Chinese Machine Translation Model Based on Bidirectional Neural Network with Attention Mechanism
Table 4
Comparison of translation model performance.
| Translation model | Dev | Test1 | Test2 | Test3 |
| RNN | 10.87 | 11.63 | 11.79 | 12.39 | LSTM | 12.15 | 13.83 | 13.99 | 14.47 | GRU | 12.16 | 13.85 | 14.01 | 14.49 | BiGRU | 13.82 | 15.49 | 15.58 | 16.21 | Attention+RNN | 14.75 | 16.41 | 16.62 | 20.34 | Attention+LSTM | 20.74 | 22.47 | 22.53 | 23.27 | Attention+GRU | 20.77 | 22.49 | 22.55 | 23.31 | Attention+BiGRU | 21.86 | 23.37 | 23.41 | 24.28 | A-BLSTM | 22.27 | 23.73 | 23.87 | 24.48 |
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