Table 4:
Performance comparison with the baseline per difficult entity type
Entity type | NeuroNER | CEDI | ||||
---|---|---|---|---|---|---|
P (%) | R (%) | F 1 | P (%) | R (%) | F 1 | |
Patient | 86.5 | 83.8 | 85.2 | 87.6 | 83.2 | 85.3 |
Doctor | 93.6 | 93.2 | 93.4 | 94.8 | 95.5 | 95.2 |
Hospital | 87.3 | 76.2 | 81.4 | 87.3 | 76.8 | 81.7 |
State | 88.3 | 89.4 | 88.8 | 89.4 | 91.5 | 90.4 |
City | 83.8 | 87.3 | 85.5 | 83.0 | 89.0 | 85.9 |
Street | 77.8 | 58.3 | 66.7 | 69.0 | 58.8 | 63.5 |