Research Article
Vietnamese Sentiment Analysis under Limited Training Data Based on Deep Neural Networks
Table 4
The size of new samples for each polarity when applying the data augmentation techniques.
| No. | Data augmentation techniques | Size |
| 1 | Vietnamese EDA | 4,000 | 2 | Sentence shuffling | 1,000 | 3 | Back translation | 100 | 4 | Syntax-tree transformation | 100 | 5 | Contextual substitution () | 1,000 | 6 | Contextual substitution (ā+ā) | 1,000 | 7 | Masked language model | 200 |
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