Fine-grained legal entity annotation: A case study on the Brazilian Supreme Court

作者：

Highlights：

• Case study on the fine-grained annotation task of legal decisions.

• Manually annotated corpus for Named Entity Recognition in Portuguese.

• Annotation task process composed of three phases: two training efforts and one final.

• Corpus of 594 decisions published by the STF and annotated by the 76 law students.

• Annotated corpus open and available in the Brazilian Judiciary context.

摘要

•Case study on the fine-grained annotation task of legal decisions.•Manually annotated corpus for Named Entity Recognition in Portuguese.•Annotation task process composed of three phases: two training efforts and one final.•Corpus of 594 decisions published by the STF and annotated by the 76 law students.•Annotated corpus open and available in the Brazilian Judiciary context.

论文关键词：Named Entity Recognition,Legal documents,Manual annotation task,Annotated corpus in Portuguese,Brazilian Supreme Court

论文评审过程：Received 28 January 2021, Revised 30 July 2021, Accepted 11 October 2021, Available online 6 November 2021, Version of Record 6 November 2021.

论文官网地址：https://doi.org/10.1016/j.ipm.2021.102794