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Table 11 Performances of our model on each category of entity

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