[Retracted] The Construction of Machine Translation Model and Its Application in English Grammar Error Detection

Table 2

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	0.3111	0.2601	0.3021	0.3345
Prepositions	0.0574	0.0452	0.0613	0.0778
Noun	0.2757	0.2997	0.3101	0.3213
Verb	0.1599	0.2302	0.2258	0.2704
Subject-predicate agreement	0.1402	0.2502	0.2107	0.3014