Research Article
ABioNER: A BERT-Based Model for Arabic Biomedical Named-Entity Recognition
Table 2
NER detailed test results for ABioNER, AraBERT, and BERT multilingual cased models.
| Model | NE type | Precision | Recall | F1-score |
| BERT multilingual cased | DS | 0.89 | 0.87 | 0.88 | TPP | 0.74 | 0.78 | 0.76 | AraBERT | DS | 0.90 | 0.89 | 0.89 | TPP | 0.77 | 0.78 | 0.78 | ABioNER | DS | 0.88 | 0.90 | 0.89 | TPP | 0.82 | 0.81 | 0.82 |
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