Model . | Performance . | ||
---|---|---|---|
Precision (%) . | Recall (%) . | F1 score (%) . | |
BiLSTM-CRF | 92.10 ± 0.25 | 88.55 ± 0.33 | 90.92 ± 0.34 |
IDCNN-CRF | 92.65 ± 0.14 | 91.89 ± 0.29 | 92.27 ± 0.19 |
BERT-CRF | 93.73 ± 0.21 | 95.51 ± 0.23 | 94.61 ± 0.27 |
Model . | Performance . | ||
---|---|---|---|
Precision (%) . | Recall (%) . | F1 score (%) . | |
BiLSTM-CRF | 92.10 ± 0.25 | 88.55 ± 0.33 | 90.92 ± 0.34 |
IDCNN-CRF | 92.65 ± 0.14 | 91.89 ± 0.29 | 92.27 ± 0.19 |
BERT-CRF | 93.73 ± 0.21 | 95.51 ± 0.23 | 94.61 ± 0.27 |
Model . | Performance . | ||
---|---|---|---|
Precision (%) . | Recall (%) . | F1 score (%) . | |
BiLSTM-CRF | 92.10 ± 0.25 | 88.55 ± 0.33 | 90.92 ± 0.34 |
IDCNN-CRF | 92.65 ± 0.14 | 91.89 ± 0.29 | 92.27 ± 0.19 |
BERT-CRF | 93.73 ± 0.21 | 95.51 ± 0.23 | 94.61 ± 0.27 |
Model . | Performance . | ||
---|---|---|---|
Precision (%) . | Recall (%) . | F1 score (%) . | |
BiLSTM-CRF | 92.10 ± 0.25 | 88.55 ± 0.33 | 90.92 ± 0.34 |
IDCNN-CRF | 92.65 ± 0.14 | 91.89 ± 0.29 | 92.27 ± 0.19 |
BERT-CRF | 93.73 ± 0.21 | 95.51 ± 0.23 | 94.61 ± 0.27 |
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.