LawRec: Automatic Recommendation of Legal Provisions Based on Legal Text Analysis

Table 3

Comparative experimental results.

Data set	Model				Test set	Model
Test	Transformer	0.77	0.76	0.76	Test	Transformer	0.75	0.74	0.74
	SVM	0.84	0.83	0.83		SVM	0.85	0.84	0.84
	TextRnn	0.83	0.82	0.82		TextRnn	0.81	0.80	0.80
	TextRnn	0.81	0.80	0.80		TextRnn	0.82	0.81	0.81
	FastText	0.85	0.84	0.84		FastText	0.85	0.83	0.83
	BERT	0.82	0.80	0.81		BERT	0.82	0.80	0.81
	Text CNN	0.85	0.84	0.84		Text CNN	0.86	0.85	0.85
	LawRec	0.92	0.91	0.91		LawRec	0.93	0.90	0.90