Automatic Classification of Semantic Units in Case Law Cover Image

Automatická klasifikace významových celků v judikatuře
Automatic Classification of Semantic Units in Case Law

Author(s): Martin Eliášek, Jakub Kól, Miloš Švaňa
Subject(s): Law, Constitution, Jurisprudence, Classification
Published by: Masarykova univerzita
Keywords: case law;machine learning;natural language processing;

Summary/Abstract: This paper describes a machine learning experiment that showed relatively high- fidelity classification of denotation segments on a minimal dataset using a combination of known machine learning algorithms. By denotation segments we mean segments such as header, proceeding history and party argumentation.

  • Issue Year: 11/2020
  • Issue No: 21
  • Page Range: 3-20
  • Page Count: 18
  • Language: Czech