[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