Table 9 Average (±standard deviation) P, R and F1 in development and test
Precision | Recall | F-measure | ||
|---|---|---|---|---|
SequenceLabeler | Dev | 81.02 (±1.17) | 78.65 (±1.89) | 79.80 (±0.82) |
Test | 80.67 (±1.36) | 79.91 (±1.51) | 80.28 (±0.99) | |
Flair | Dev | 82.65 (±0.35) | 83.18 (±0.44) | 82.92 (±0.38) |
Test | 82.35 (±0.28) | 83.18 (±0.29) | 82.76 (±0.24) | |
BERT NER | Dev | 88.03 (±0.27) | 86.06 (±0.24) | 87.03 (±0.21) |
Test | 87.93 (±0.22) | 85.58 (±0.31) | 86.74 (±0.19) |