Continuous Hate Speech Score Prediction on New Social Media Dataset (YouTube, Twitter, Reddit)
0.849Mean Absolute Error (MAE)RoBERTa-Large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-LargeOutcome=Categorical + IRT2020.09 | 0.849 | 0.843 | |
| RoBERTa-LargeOutcome=Ordinal + IRT2020.09 | 0.858 | 0.841 | |
| RoBERTa-LargeOutcome=Continuous2020.09 | 0.861 | 0.839 | |
| BERT-LargeOutcome=Continuous2020.09 | 0.893 | 0.824 | |
| Jigsaw ToxicityOutcome=Continuous2020.09 | 1.904 | 0.655 | |
| Jigsaw Identity AttackOutcome=Continuous2020.09 | 1.914 | 0.423 |