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

Table 6

Labeling of elements in the area of borrowing disputes.

Borrowing disputes
Element label	Chinese semantics
LN1	Assignment of claims by creditors
LN2	The amount borrowed x million yuan
LN3	With proof of borrowing
LN4	The lender has a relationship with the financial institution
LN5	Repayment of a loan
LN6	Company| unit|other organizations loans
LN7	Joint and several warranties
LN8	Reminder of repayment
LN9	Interest payments
LN10	Conclusion of warranty contracts
LN11	Have a written commitment to repay the loan
LN12	The security contract is invalid | withdrawal|release
LN13	Refusal to honor repayments
LN14	Exclusion of the guarantor’s warranty
LN15	The guarantor is not liable for the guarantee
LN16	The pledgee is associated with the company
LN17	The lender does not provide the loan on the agreed date|amount
LN18	Many people borrowing
LN19	Assignment of debts by the debtor
LN20	The agreed interest rate is unknown