White supremacist language classification on Rieger (test)
0.903AUC (ROC)Weak + Ann
Evaluation Results
| Method | Links | |
|---|---|---|
| Weak + AnnTraining source=Weakly + Manually annotated data2023.06 | 0.903 | |
| Weak + AnnTraining dataset=Alatawi et al. (2021) and Siegel et al. (2021)2023.06 | 0.898 | |
| WeakTraining source=Weakly annotated data2023.06 | 0.878 | |
| WeakTraining dataset=Alatawi et al. (2021) and Siegel et al. (2021)2023.06 | 0.878 | |
| AnnotatedTraining source=Manually annotated data2023.06 | 0.861 | |
| AnnotatedTraining dataset=Alatawi et al. (2021) and Siegel et al. (2021)2023.06 | 0.82 | |
| ATraining dataset=Alatawi et al. (2021)2023.06 | 0.819 | |
| Alatawi et al. (2021)Model type=BERT2023.06 | 0.812 | |
| STraining dataset=Siegel et al. (2021)2023.06 | 0.619 | |
| Siegel et al. (2021)Method description=Dictionary match + Naive Bayes classifier2023.06 | 0.618 |