LLM Reasoning 相关度: 7/10

Bridging National and International Legal Data: Two Projects Based on the Japanese Legal Standard XML Schema for Comparative Law Studies

Makoto Nakamura
arXiv: 2603.15094v1 发布: 2026-03-16 更新: 2026-03-16

AI 摘要

论文提出基于JLS XML架构连接日韩法律数据,并进行跨国法律条文对比研究。

主要贡献

  • 构建JLS到AKN的转换管道
  • 应用多语言嵌入模型进行跨国条文匹配
  • 开发跨司法辖区法律网络可视化系统

方法论

将JLS转化为AKN标准,利用多语言嵌入模型和语义相似性技术,结合FAISS和Cross-Encoder进行条文检索和排序。

原文摘要

This paper presents an integrated framework for computational comparative law by connecting two consecutive research projects based on the Japanese Legal Standard (JLS) XML schema. The first project establishes structural interoperability by developing a conversion pipeline from JLS to the Akoma Ntoso (AKN) standard, enabling Japanese statutes to be integrated into international LegalDocML-based legislative databases. Building on this foundation, the second project applies multilingual embedding models and semantic textual similarity techniques to identify corresponding provisions across national legal systems. A prototype system combining multilingual embeddings, FAISS retrieval, and Cross-Encoder reranking generates candidate correspondences and visualizes them as cross-jurisdictional networks for exploratory comparative analysis.

标签

法律信息检索 跨语言检索 法律数据标准化 比较法

arXiv 分类

cs.CL cs.AI