Table 3 Per value results under different vectorization methods.

From: Scoring method of English composition integrating deep learning in higher vocational colleges

Composition collection

1

2

3

4

5

BERT

0.156

0.132

0.413

0.151

0.561

BERT-Sentence

0.540

0.561

0.160

0.256

0.304

Fast-Text

0.133

0.242

0.406

0.107

0.521

BERT-Flow

0.553

0.572

0.233

0.285

0.342

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