Research on Named Entity Recognition of Electronic Medical Records Based on RoBERTa and Radical-Level Feature

Table 5

Comparison of RC and Ra-RC on CCKS2019.

		RC	Ra-RC
Image-check		78.48	81.23
		84.09	85.71
	F1	81.19	83.41
Operation		81.25	79.61
		75.00	77.56
	F1	78.00	78.57
Medicine		87.79	93.27
		89.23	92.27
	F1	88.50	92.77
Disease		80.02	78.74
		78.59	79.00
	F1	79.30	78.87
Lab-check		72.46	74.28
		66.28	69.96
	F1	69.23	72.06
Anatomical site		78.90	82.67
		86.57	85.23
	F1	82.55	83.93
Total		82.29	83.31
		79.69	82.44
	F1	80.97	82.87