Research Article
[Retracted] The Construction of Machine Translation Model and Its Application in English Grammar Error Detection
Table 7
Comparison results of F1 values.
| 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 | 0.3438 | 0.3356 | 0.4023 | 0.4102 | Prepositions | 0.0730 | 0.0847 | 0.105 | 0.1076 | Noun | 0.3064 | 0.3829 | 0.414 | 0.4233 | Verb | 0.1798 | 0.2553 | 0.298 | 0.3014 | Subject-predicate agreement | 0.1749 | 0.2722 | 0.3132 | 0.3265 |
|
|