捷克最高法院裁决的文件相似性

Masaryk University Journal of Law and Technology Pub Date : 2020-06-26 DOI:10.5817/mujlt2020-1-5

Tereza Novotná

{"title":"捷克最高法院裁决的文件相似性","authors":"Tereza Novotná","doi":"10.5817/mujlt2020-1-5","DOIUrl":null,"url":null,"abstract":"Retrieval of court decisions dealing with a similar legal matter is a prevalent task performed by lawyers as it is a part of a relevant decision-making practice review. In spite of the natural language processing methods that are currently available, this legal research is still mostly done through Boolean searches or by contextual retrieval. In this study, it is experimentally verified whether the doc2vec method together with cosine similarity, can automatically retrieve the Czech Supreme Court decisions dealing with a similar legal issue as a given decision. Furthermore, the limits and challenges of these methods and its application on the Czech Supreme Court decisions are discussed.","PeriodicalId":38294,"journal":{"name":"Masaryk University Journal of Law and Technology","volume":"14 1","pages":"105-122"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Document Similarity of Czech Supreme Court Decisions\",\"authors\":\"Tereza Novotná\",\"doi\":\"10.5817/mujlt2020-1-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Retrieval of court decisions dealing with a similar legal matter is a prevalent task performed by lawyers as it is a part of a relevant decision-making practice review. In spite of the natural language processing methods that are currently available, this legal research is still mostly done through Boolean searches or by contextual retrieval. In this study, it is experimentally verified whether the doc2vec method together with cosine similarity, can automatically retrieve the Czech Supreme Court decisions dealing with a similar legal issue as a given decision. Furthermore, the limits and challenges of these methods and its application on the Czech Supreme Court decisions are discussed.\",\"PeriodicalId\":38294,\"journal\":{\"name\":\"Masaryk University Journal of Law and Technology\",\"volume\":\"14 1\",\"pages\":\"105-122\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Masaryk University Journal of Law and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5817/mujlt2020-1-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Masaryk University Journal of Law and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5817/mujlt2020-1-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 8

摘要

检索涉及类似法律事项的法院判决是律师执行的一项普遍任务，因为这是相关决策实践审查的一部分。尽管目前有自然语言处理方法，但这项法律研究仍然主要通过布尔搜索或上下文检索进行。在这项研究中，通过实验验证了doc2vec方法与余弦相似性是否可以自动检索捷克最高法院处理类似法律问题的裁决。此外，还讨论了这些方法的局限性和挑战及其在捷克最高法院裁决中的应用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Document Similarity of Czech Supreme Court Decisions

Retrieval of court decisions dealing with a similar legal matter is a prevalent task performed by lawyers as it is a part of a relevant decision-making practice review. In spite of the natural language processing methods that are currently available, this legal research is still mostly done through Boolean searches or by contextual retrieval. In this study, it is experimentally verified whether the doc2vec method together with cosine similarity, can automatically retrieve the Czech Supreme Court decisions dealing with a similar legal issue as a given decision. Furthermore, the limits and challenges of these methods and its application on the Czech Supreme Court decisions are discussed.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Masaryk University Journal of Law and Technology Social Sciences-Law

CiteScore

1.00

自引率

0.00%

发文量