Granted Patent B2

US 12,373,653 · App. 17/821,244 · Granted Jul 29, 2025

Inventors: Tianxing Yang (Beijing, CN); Chen Yang (Beijing, CN); Zhuo Sun (Beijing, CN)

Assignee: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.

G06F40/40G06N5/02

Abstract

Claims (64)

1. A text checking method based on a knowledge graph, performed by a text checking apparatus based on the knowledge graph, comprising:

obtaining a text of a contract to be checked;

establishing a knowledge graph according to the text of the contract to be checked, wherein the knowledge graph comprises a plurality of attributes and a plurality of attribute values corresponding to the plurality of attributes;

checking the text of the contract to be checked based on the knowledge graph,

generating a target check result based on a result in at least one dimension; and

determining whether the text of the contract needs to be modified based on the target check result, comprising:

in the case that a result of one dimension is failed, determining that the target check result is failed and the contract text is modified; and in the case that all the results in the at least one dimension are successful, determining that the target check result is successful and the contract text does not need to be modified,

wherein checking the text of the contract to be checked based on the knowledge graph comprises:

checking the text of the contract to be checked based on the knowledge graph in the at least one dimension of: text error correction, consistency check, completeness check, and logic check,

wherein performing the text error correction on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a type of an attribute; and

generating a result of the text error correction by inputting context related to the attribute in the text of the contract to be checked into a text error correction model corresponding to a preset type in response to the type of the attribute being consistent with the preset type,

wherein performing the completeness check on the text of the contract to be checked based on the knowledge graph comprises:

determining a successful checking of the completeness check of the text of the contract to be checked in response to the plurality of attributes comprising each of a plurality of term keywords in a preset completeness checking database.

2. The method according to claim 1 , wherein performing the consistency check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a plurality of attribute values corresponding to an attribute; and

generating a result of the consistency check based on consistency of the plurality of attribute values.

3. The method according to claim 1 , wherein performing the logic check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a logic check rule, wherein the logic check rule comprises a plurality of logic check attributes and a logical relationship between the plurality of logic check attributes;

obtaining a plurality of attribute values corresponding to the plurality of logic check attributes; and

generating a result of the logic check based on the plurality of attribute values and the logical relationship.

4. An electronic device, comprising:

at least one processor; and

a memory communicatively connected to the at least one processor; wherein,

the memory is stored with instructions executable by the at least one processor, when the instructions are performed by the at least one processor, the at least one processor is caused to perform a text checking method based on a knowledge graph, the method comprising:

obtaining a text of a contract to be checked;

establishing a knowledge graph according to the text of the contract to be checked, wherein the knowledge graph comprises a plurality of attributes and a plurality of attribute values corresponding to the plurality of attributes; and

checking the text of the contract to be checked based on the knowledge graph,

generating a target check result based on a result in at least one dimension; and

determining whether the text of the contract needs to be modified based on the target check result, comprising:

in the case that a result of one dimension is failed, determining that the target check result is failed and the contract text is modified; and in the case that all the results in the at least one dimension are successful, determining that the target check result is successful and the contract text does not need to be modified,

wherein checking the text of the contract to be checked based on the knowledge graph comprises: checking the text of the contract to be checked based on the knowledge graph in the at least one dimension of: text error correction, consistency check, completeness check, and logic check,

wherein performing the text error correction on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a type of an attribute; and

generating a result of the text error correction by inputting context related to the attribute in the text of the contract to be checked into a text error correction model corresponding to a preset type in response to the type of the attribute being consistent with the preset type,

wherein performing the completeness check on the text of the contract to be checked based on the knowledge graph comprises:

determining a successful checking of the completeness check of the text of the contract to be checked in response to the plurality of attributes comprising each of a plurality of term keywords in a preset completeness checking database.

5. The electronic device according to claim 4 , wherein performing the consistency check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a plurality of attribute values corresponding to an attribute; and

generating a result of the consistency check based on consistency of the plurality of attribute values.

6. The electronic device according to claim 4 , wherein performing the logic check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a logic check rule, wherein the logic check rule comprises a plurality of logic check attributes and a logical relationship between the plurality of logic check attributes;

obtaining a plurality of attribute values corresponding to the plurality of logic check attributes; and

generating a result of the logic check based on the plurality of attribute values and the logical relationship.

7. A non-transitory computer readable storage medium stored with computer instructions, wherein, the computer instructions are configured to cause a computer to perform a text checking method based on a knowledge graph, the method comprising:

obtaining a text of a contract to be checked;

establishing a knowledge graph according to the text of the contract to be checked, wherein the knowledge graph comprises a plurality of attributes and a plurality of attribute values corresponding to the plurality of attributes; and

checking the text of the contract to be checked based on the knowledge graph,

generating a target check result based on a result in at least one dimension; and

determining whether the text of the contract needs to be modified based on the target check result, comprising:

in the case that a result of one dimension is failed, determining that the target check result is failed and the contract text is modified; and in the case that all the results in the at least one dimension are successful, determining that the target check result is successful and the contract text does not need to be modified,

wherein checking the text of the contract to be checked based on the knowledge graph comprises: checking the text of the contract to be checked based on the knowledge graph in the at least one dimension of: text error correction, consistency check, completeness check, and logic check,

wherein performing the text error correction on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a type of an attribute; and

generating a result of the text error correction by inputting context related to the attribute in the text of the contract to be checked into a text error correction model corresponding to a preset type in response to the type of the attribute being consistent with the preset type,

wherein performing the completeness check on the text of the contract to be checked based on the knowledge graph comprises:

determining a successful checking of the completeness check of the text of the contract to be checked in response to the plurality of attributes comprising each of a plurality of term keywords in a preset completeness checking database.

8. The non-transitory computer readable storage medium according to claim 7 , wherein performing the consistency check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a plurality of attribute values corresponding to an attribute; and

generating a result of the consistency check based on consistency of the plurality of attribute values.

9. The non-transitory computer readable storage medium according to claim 7 , wherein performing the logic check on the text of the contract to be checked based on the knowledge graph comprises:

obtaining a logic check rule, wherein the logic check rule comprises a plurality of logic check attributes and a logical relationship between the plurality of logic check attributes;

obtaining a plurality of attribute values corresponding to the plurality of logic check attributes; and

generating a result of the logic check based on the plurality of attribute values and the logical relationship.

Assignments (1)

Priority Claims (1)

Continuity (1)

References Cited (21)