Hate Speech Detection on Ethos Binary
Metric: Precision (higher is better)
Metric: Precision (higher is better)
| # | Model↕ | Precision▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERT | 79.17 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 2 | BiLSTM+Attention+FT | 77.76 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 3 | CNN+Attention+FT+GV | 74.92 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 4 | SVM | 66.47 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 5 | Random Forests | 64.69 | No | ETHOS: an Online Hate Speech Detection Dataset | 2020-06-11 | Code |
| 6 | BiLSTM + static BE | 0.8037 | No | Hate speech detection using static BERT embeddings | 2021-06-29 | - |