Table 9 Error type correction performance (Unit: %).

From: The usage of a transformer based and artificial intelligence driven multidimensional feedback system in english writing instruction

Error Type

Detection Rate

Correction Success Rate

False Positive Rate

Verb Tense

95.2

89.7

2.8

Article Usage

93.6

88.2

3.5

Subject-Verb Agreement

91.8

86.4

3.1

Preposition Collocation

84.3

72.4

6.7

Compound Errors (Tense + Aspect)

87.5

79.6

4.9

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