LLM-based cross-border appeal text generation method, apparatus and device, and storage medium

By using an LLM-based method for generating cross-border appeal texts, which utilizes legal knowledge graphs and logical expressions to detect conflicts in legal provisions and automatically generate appeal texts, the method solves the problems of time-consuming, labor-intensive, and error-prone traditional methods, thereby improving the efficiency and accuracy of appeal texts.

CN120975984APending Publication Date: 2025-11-18SHENZHEN MINGXIN DIGITAL TECH CO LTD
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Patent Information

Application Number
CN202511500763.7
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-10-21
Publication Date
2025-11-18

AI Technical Summary

Technical Problem

Traditional methods for generating cross-border appeal texts rely on human experience, which is time-consuming, labor-intensive, and prone to omissions or errors, making it difficult to effectively handle complex cross-border cases.

Method used

The content of cross-border cases is extracted by LLM model and mapped to legal knowledge graph, logical expressions are generated and conflict detection is performed to identify conflicts between legal clauses and automatically generate appeal text.

Benefits of technology

It enables timely identification of logical conflicts between legal provisions, reduces legal risks caused by misunderstandings, improves the efficiency of drafting appeal documents, and ensures the accuracy and legality of appeal documents.

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Abstract

The invention relates to the technical field of cross-border appeal text generation based on LLM, and discloses an LLM-based cross-border appeal text generation method, device and equipment and a storage medium, the method comprises the following steps: extracting case information, mapping the case information to a legal knowledge graph, generating a logic expression, and carrying out conflict detection, so as to identify conflicts among legal clauses, and finally generating a cross-border appeal text. And generating a complaint text according to the conflicted target legal clause information. The method has the advantages that logic conflicts among related legal clauses are recognized in time, legal risks caused by understanding deviation or improper clause selection are reduced, complaint text compiling efficiency is remarkably improved, case information is automatically extracted, corresponding complaint texts are generated, and working time is shortened.
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