Robustness to TextFooler-based adversarial attacks on CODAH (test)
30.9Failure RateROBERTa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ROBERTaAugmentation=None2020.04 | 30.9 | 15.8 | |
| G-DAUG^C-InfluenceAugmentation Strategy=Influence-based selection2020.04 | 34.9 | 15.8 | |
| G-DAUG^C-ComboAugmentation Strategy=Combination2020.04 | 35.2 | 15.7 | |
| G-DAUG^C-DiversityAugmentation Strategy=Diversity-based selection2020.04 | 36.1 | 16.2 | |
| G-DAUG^C-RandAugmentation Strategy=Random selection2020.04 | 36.2 | 15.9 | |
| BACKTRANSLATIONAugmentation=Backtranslation2020.04 | 37.1 | 15.9 |