An Approach Based on Multilevel Convolution for Sentence-Level Element Extraction of Legal Text

Table 7

The comparison results on legal dataset of fully connection layer.

Model	Divorce				Loan				Labor
	HL (-)	Micro-P (+)	Micro-R (+)	Micro-F1 (+)	HL (-)	Micro-P (+)	Micro-R (+)	Micro-F1 (+)	HL (-)	Micro-P (+)	Micro-R (+)	Micro-F1 (+)
w/o	0.02350	0.8649	0.8635	0.8642	0.03022	0.8358	0.8396	0.8377	0.03008	0.8254	0.8575	0.8412
IFC	0.02217	0.8702	0.8735	0.8719	0.02841	0.8424	0.8537	0.8481	0.01949	0.8696	0.8548	0.8621
No-order	0.02126	0.8852	0.8728	0.8790	0.02772	0.8633	0.8573	0.8603	0.01688	0.8812	0.8589	0.8699