Hate Speech Classification on Hate Speech
75.9PrecisionSocio Multi-Hot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Socio Multi-HotSocio-demographic features=true, Text encoder=Sentence-BERT2026.04 | 75.9 | 62.9 | 68.7 | |
| Socio EmbeddingSocio-demographic features=true, Text encoder=Sentence-BERT2026.04 | 75 | 65.5 | 69.9 | |
| Ablation (w/o Lcontrastive)Socio-demographic features=true, Text encoder=Sentence-BERT, L_contrastive=false2026.04 | 74.3 | 63.1 | 68.1 | |
| Socio ContrastiveSocio-demographic features=true, Text encoder=Sentence-BERT, L_contrastive=true2026.04 | 72.9 | 72.7 | 72.5 | |
| Multi-TaskSocio-demographic features=false, Text encoder=Sentence-BERT2026.04 | 67 | 56.5 | 60.8 | |
| Simple ModelSocio-demographic features=false, Text encoder=Sentence-BERT2026.04 | 43.8 | 39.5 | 41.5 |