Research Article
Arabic Fake News Detection: Comparative Study of Neural Networks and Transformer-Based Approaches
Table 1
Details of Arabic dataset statistics used in this study.
| Dataset | Real positive | Fake negative | Total |
| ArCOV19-rumors | All | 1635 | 1397 | 3032 | Training | — | — | 2424 | Validation | — | — | 608 | AraNews | All | 52648 | 55546 | 108194 | Training | 46193 | 48845 | 95038 | Validation | 6455 | 6701 | 13156 | Arabic news stance (ANS) | All | 1325 | 2766 | 4091 | Training | 1035 | 2150 | 3185 | Validation | 290 | 616 | 906 | Covid-19-fakes evaluation | All | 69126 | 1833 | 70959 |
|
|