基于动态语义分块与混合检索的法规问答生成方法及系统

By employing dynamic semantic segmentation and hybrid retrieval methods, the challenges of semantic understanding and timeliness management in the legal Q&A system in the field of discipline inspection and supervision have been solved, enabling accurate and reliable extraction and output of legal information and ensuring the authority and traceability of the answers.

CN122412554APending Publication Date: 2026-07-17

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Filing Date
2026-05-22
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing technologies are insufficient for accurate and reliable semantic understanding and timeliness management of massive, dynamic, and structurally complex legal texts in professional fields such as discipline inspection and supervision. This results in incomplete or inaccurate retrieval and poses a risk of sensitive data leakage.

Method used

The method adopts dynamic semantic segmentation and hybrid retrieval. By acquiring legal and regulatory data and historical case data, text parsing and metadata processing are performed. Combined with dense vector representation and timeliness attributes, hybrid retrieval and deep semantic interaction are carried out to generate structured legal question and answer results, and the results are traced and formatted.

Benefits of technology

It enables the accurate and reliable extraction of semantically complete and timely legal information from massive and dynamic legal texts, generating authoritative and traceable question-and-answer results, and ensuring the semantic coherence and legal validity of the answers.

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Abstract

本发明提供了一种基于动态语义分块与混合检索的法规问答生成方法及系统,涉及计算机技术领域,包括:获取基础数据集;根据基础数据集进行文本解析,得到元数据;根据文本块及元数据进行向量化,得到知识单元表示;根据知识单元表示与用户问题进行混合检索,得到按相关性排序的参考法规片段序列;根据参考法规片段序列进行答案生成,驱动预设的语言模型生成答案文本;根据答案文本进行溯源与格式化输出,通过识别并关联答案文本中引述的法规来源信息,并基于时效性规则对引用的版本进行优选与呈现,得到输出结果。本发明实现了手术区域在摄像成像画面中的自动跟踪与居中。本发明能够输出精准、可靠且具备完整可追溯性的法规问答结果。
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