From: Multi-task learning for Chinese clinical named entity recognition with external knowledge
Dataset | Entity type | Precision | Recall | F-measure |
---|---|---|---|---|
CCKS2017 | Symptom | 96.87 | 97.12 | 96.99 |
Disease | 86.32 | 79.61 | 82.83 | |
Exam | 94.13 | 93.81 | 93.97 | |
Treatment | 82.69 | 83.73 | 83.21 | |
Anatomy | 89.67 | 88.03 | 88.84 | |
Average | 89.93 | 88.46 | 89.16 | |
FCCd | Anatomy | 87.03 | 86.63 | 86.83 |
Operation | 86.32 | 86.03 | 86.17 | |
Drug | 87.86 | 85.41 | 86.62 | |
IndeSym | 88.37 | 87.58 | 87.97 | |
DesSym | 87.32 | 87.02 | 87.17 | |
Average | 87.38 | 86.53 | 86.95 |