Recognition of Chinese Legal Elements Based on Transfer Learning and Semantic Relevance

Table 8

Dataset example.

Domain	Sentence	Element
Divorce	The plaintiff and the defendant registered their marriage after getting to know each other, and the foundation of the marriage was relatively good. At the early stage of their marriage, their relationship was good, and they gave birth to a son.	Married with children
Divorce	The defendant paid RMB 300 per month for the maintenance of the children until the children became independent.	Monthly support payments
Loan	Main reasons for layoffs: product structure, the sharp decline in orders, worsening financial situation.	Economic redundancies
Labor	The guarantee period had not yet expired when the Industrial and Commercial Bank of China Foshan Branch announced on August 9, 2005, that it would assume the guarantee liability from the defendant metal company again.	The lender has a relationship with the financial institution