Research Article
[Retracted] The Construction of Machine Translation Model and Its Application in English Grammar Error Detection
Table 3
Comparison results of accuracy 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 | 0.5032 | 0.4732 | 0.4512 | 0.5103 | Prepositions | 0.1679 | 0.1510 | 0.1423 | 0.1677 | Noun | 0.5268 | 0.4088 | 0.5112 | 0.5288 | Verb | 0.2595 | 0.2201 | 0.2498 | 0.2813 | Subject-predicate agreement | 0.2295 | 0.2401 | 0.2765 | 0.3122 |
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