Open Access
Table 6.
The results of data diversification, where “train” and “test” respectively represent the number of samples in the training set and the testing set.
| Dataset | Label | With data augmentation |
Without data augmentation |
||
|---|---|---|---|---|---|
| Train | Test | Train | Test | ||
| SST-2 | Positive | 17 300 | 911 | 3460 | 911 |
| Negative | 17 300 | 910 | 3460 | 910 | |
| Offensive | 29 790 | 431 | 5958 | 431 | |
| OLID2 | Not-Offensive | 29 790 | 431 | 5958 | 431 |
| AG News | World | 135 000 | 1900 | 27 000 | 1900 |
| Sports | 135 000 | 1900 | 27 000 | 1900 | |
| Business | 135 000 | 1900 | 27 000 | 1900 | |
| Science | 135 000 | 1900 | 27 000 | 1900 | |
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