Research Article
[Retracted] The Construction of Machine Translation Model and Its Application in English Grammar Error Detection
Table 5
Comparison results of recall rates.
| Wrong type | Syntax error detection method based on deep learning | Syntax error detection method based on data augmentation and replication | Model without attention mechanism | Paper method |
| Articles | 0.2697 | 0.2597 | 0.3321 | 0.3415 | Prepositions | 0.0472 | 0.0507 | 0.052 | 0.0781 | Noun | 0.2315 | 0.3321 | 0.2983 | 0.3516 | Verb | 0.1513 | 0.2521 | 0.2745 | 0.2913 | Subject-predicate agreement | 0.1102 | 0.2712 | 0.29 | 0.3219 |
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