Extracting value from Brazilian Court decisions

作者：

Highlights：

• The Brazilian legal system has seen an increase of the case law in the last years.

• Methodology proposed to extract value from Brazilian Court decisions.

• Annotation of Court decisions.

• Creation of Deep Learning models to extract information from Court decisions.

• Visualization of the aggregated information extracted from the Court decisions.

摘要

•The Brazilian legal system has seen an increase of the case law in the last years.•Methodology proposed to extract value from Brazilian Court decisions.•Annotation of Court decisions.•Creation of Deep Learning models to extract information from Court decisions.•Visualization of the aggregated information extracted from the Court decisions.

论文关键词：Natural language processing,Deep learning,Recurrent neural networks,Long short-term memory,Machine learning,Conditional random fields,Information extraction,Law

论文评审过程：Received 6 October 2020, Revised 9 September 2021, Accepted 16 October 2021, Available online 8 December 2021, Version of Record 16 December 2021.

论文官网地址：https://doi.org/10.1016/j.is.2021.101965