Identifying plausible explanations on δ-SOCIAL
86.2AccuracyRoBERTa
Evaluation results
| Method | Links | |
|---|---|---|
| RoBERTaplausibility annotations=with2023.05 | 86.2 | |
| KDDC-ATOMIC (N)knowledge-augmented=true, plausibility annotations=without2023.05 | 64.49 | |
| KDDC-CSKG (N)knowledge-augmented=true, plausibility annotations=without2023.05 | 63.8 | |
| KDDC-CWWV (N)knowledge-augmented=true, plausibility annotations=without2023.05 | 62.9 | |
| LiPoRplausibility annotations=without2023.05 | 57.19 | |
| Tuned BARTsetting=tuned, plausibility annotations=without2023.05 | 53.88 | |
| ZS BARTsetting=zero-shot, plausibility annotations=without2023.05 | 52.58 | |
| ZS GPT-NEOsetting=zero-shot, plausibility annotations=without2023.05 | 51.69 | |
| ZS GPT3setting=zero-shot, plausibility annotations=without2023.05 | 49.22 |