Commonsense Reasoning on HellaSwag 2K Synonym Replacement WordNet-based (test)
65.4AccuracyBACKTRANSLATION
Evaluation Results
| Method | Links | |
|---|---|---|
| BACKTRANSLATIONperturbation=WordNet-based synonym replacement2020.04 | 65.4 | |
| G-DAUG-Comboperturbation=WordNet-based synonym replacement, selection_strategy=Combo2020.04 | 65.2 | |
| G-DAUG-Diversityperturbation=WordNet-based synonym replacement, selection_strategy=Diversity-based2020.04 | 64.8 | |
| G-DAUG-Influenceperturbation=WordNet-based synonym replacement, selection_strategy=Influence-based2020.04 | 64.3 | |
| G-DAUG-Randperturbation=WordNet-based synonym replacement, selection_strategy=Random2020.04 | 64.1 | |
| ROBERTA (ours)perturbation=WordNet-based synonym replacement2020.04 | 63.2 |