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An Automated Framework for Detection and Resolution of Cross References in Legal Texts

机译:法律文本中交叉参考的检测和解决自动化框架

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摘要

When identifying and elaborating compliance requirements, analysts need to follow the cross references in legal texts and consider the additional information in the cited provisions. Enabling easier navigation and handling of cross references requires automated support for the detection of the natural language expressions used in cross references, the interpretation of cross references in their context, and the linkage of cross references to the targeted provisions. In this article, we propose an approach and tool sup- port for automated detection and resolution of cross references. The approach leverages the structure of legal texts, formalized into a schema, and a set of natural language patterns for legal cross reference expressions. These patterns were developed based on an investigation of Luxembourg’s legislation, written in French. To build confidence about their applicability beyond the context where they were observed, these patterns were validated against the Personal Health Information Protection Act (PHIPA) by the Government of Ontario, Canada, written in both French and English. We report on an empirical evaluation where we assess the accuracy and scalability of our framework over several Luxembourgish legislative texts as well as PHIPA.
机译:在确定和阐述合规性要求时,分析师需要遵循法律文本中的交叉引用,并考虑引用条款中的其他信息。为了使交叉引用的导航和处理更加容易,需要自动支持以下功能:检测交叉引用中使用的自然语言表达,在上下文中对交叉引用进行解释以及将交叉引用链接到目标条款。在本文中,我们提出了一种自动检测和解析交叉引用的方法和工具支持。该方法利用法律文本的结构,形式化为模式以及用于法律交叉引用表达的一组自然语言模式。这些模式是根据对卢森堡法文进行的调查得出的,该调查以法语编写。为了建立对其在观察范围之外的适用性的信心,加拿大安大略省政府根据《个人健康信息保护法》(PHIPA)对这些模式进行了验证,并用法语和英语撰写。我们报告了一项实证评估,评估了卢森堡几项立法文本以及PHIPA框架的准确性和可扩展性。

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