Table 6.
Models | Precision | Recall | F1 (CI) |
---|---|---|---|
Bi-LSTM CRF | 84.73 | 92.38 | 88.33 (± 0.56) |
BERTlarge | 94.07 | 83.54 | 87.85 (± 2.49) |
BERTlarge (MIMIC) | 90.69 | 91.60 | 91.08 (± 3.68) |
XLNetlarge | 88.62 | 94.40 | 91. 29 (± 0.70) |
Models | Precision | Recall | F1 (CI) |
---|---|---|---|
Bi-LSTM CRF | 84.73 | 92.38 | 88.33 (± 0.56) |
BERTlarge | 94.07 | 83.54 | 87.85 (± 2.49) |
BERTlarge (MIMIC) | 90.69 | 91.60 | 91.08 (± 3.68) |
XLNetlarge | 88.62 | 94.40 | 91. 29 (± 0.70) |