论文标题

生成可理解的Plumitifs描述:用用例应用程序具有道德考虑

Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations

论文作者

Beauchemin, David, Garneau, Nicolas, Gaumond, Eve, Déziel, Pierre-Luc, Khoury, Richard, Lamontagne, Luc

论文摘要

Plumitifs(Dockets)最初是法律文员的工具。如今,它们被用作摘要介绍司法案件的所有步骤。有关当事方的身份,负责管理此案的管辖权的信息以及与先前的性质和过程有关的一些信息,可通过羽毛群获得。它们是公开访问的,但几乎是可以理解的。它们是使用缩写编写的,并指的是加拿大刑法的规定,这使他们很难理解。在本文中,我们提出了一种简单而有效的多源语言生成体系结构,该体系结构利用羽毛状和刑法代码的内容生成可理解的羽毛状描述。毋庸置疑,这些敏感文件的道德考虑因素增加了可读并根据我们在本文中解决的合理关注。

Plumitifs (dockets) were initially a tool for law clerks. Nowadays, they are used as summaries presenting all the steps of a judicial case. Information concerning parties' identity, jurisdiction in charge of administering the case, and some information relating to the nature and the course of the preceding are available through plumitifs. They are publicly accessible but barely understandable; they are written using abbreviations and referring to provisions from the Criminal Code of Canada, which makes them hard to reason about. In this paper, we propose a simple yet efficient multi-source language generation architecture that leverages both the plumitif and the Criminal Code's content to generate intelligible plumitifs descriptions. It goes without saying that ethical considerations rise with these sensitive documents made readable and available at scale, legitimate concerns that we address in this paper.

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