Robustness to TextFooler-based adversarial attacks on CSQA (test)
14.8Failure RateROBERTa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ROBERTaAugmentation=None2020.04 | 14.8 | 12.6 | |
| G-DAUG^C-RandAugmentation Strategy=Random selection2020.04 | 15.6 | 13 | |
| G-DAUG^C-DiversityAugmentation Strategy=Diversity-based selection2020.04 | 16 | 12.9 | |
| G-DAUG^C-InfluenceAugmentation Strategy=Influence-based selection2020.04 | 16.3 | 12.8 | |
| G-DAUG^C-ComboAugmentation Strategy=Combination2020.04 | 16.5 | 12.6 | |
| BACKTRANSLATIONAugmentation=Backtranslation2020.04 | 17 | 12.9 |