scholarly journals Text-Guided Legal Knowledge Graph Reasoning

2021 ◽  
pp. 27-39
Author(s):  
Luoqiu Li ◽  
Zhen Bi ◽  
Hongbin Ye ◽  
Shumin Deng ◽  
Hui Chen ◽  
...  
Author(s):  
Francesco Sovrano ◽  
Monica Palmirani ◽  
Fabio Vitali

This paper presents the Open Knowledge Extraction (OKE) tools combined with natural language analysis of the sentence in order to enrich the semantic of the legal knowledge extracted from legal text. In particular the use case is on international private law with specific regard to the Rome I Regulation EC 593/2008, Rome II Regulation EC 864/2007, and Brussels I bis Regulation EU 1215/2012. A Knowledge Graph (KG) is built using OKE and Natural Language Processing (NLP) methods jointly with the main ontology design patterns defined for the legal domain (e.g., event, time, role, agent, right, obligations, jurisdiction). Using critical questions, underlined by legal experts in the domain, we have built a question answering tool capable to support the information retrieval and to answer to these queries. The system should help the legal expert to retrieve the relevant legal information connected with topics, concepts, entities, normative references in order to integrate his/her searching activities.


2020 ◽  
Vol 37 (1) ◽  
pp. 175-178
Author(s):  
Víctor Rodríguez Doncel ◽  
Elena Montiel Ponsoda

Lynx is an innovation project in Europe whose objective is to develop services for legal compliance. A legal knowledge graph is built over multilingual, multijurisdictional documents using semantic web technologies. A collection of services implementing natural language techniques enables better legal information retrieval, cross-lingual answering of questions and information discovery. Three use cases are discussed, as well as the overall impact of the project.  


Author(s):  
Erwin Filtz ◽  
Sabrina Kirrane ◽  
Axel Polleres

AbstractThe European Union is working towards harmonizing legislation across Europe, in order to improve cross-border interchange of legal information. This goal is supported for instance via standards such as the European Law Identifier (ELI) and the European Case Law Identifier (ECLI), which provide technical specifications for Web identifiers and suggestions for vocabularies to be used to describe metadata pertaining to legal documents in a machine readable format. Notably, these ECLI and ELI metadata standards adhere to the RDF data format which forms the basis of Linked Data, and therefore have the potential to form a basis for a pan-European legal Knowledge Graph. Unfortunately, to date said specifications have only been partially adopted by EU member states. In this paper we describe a methodology to transform the existing legal information system used in Austria to such a legal knowledge graph covering different steps from modeling national specific aspects, to population, and finally the integration of legal data from other countries through linked data. We demonstrate the usefulness of this approach by exemplifying practical use cases from legal information search, which are not possible in an automated fashion so far.


2017 ◽  
Vol 23 (2) ◽  
pp. 141-153 ◽  
Author(s):  
Caitlin Cavanagh ◽  
Elizabeth Cauffman
Keyword(s):  

Author(s):  
Alexander Kukharev ◽  
Alexander Rusu

This article discusses adaptation of the norms and ideals of Roman law to modern legal culture, the basis of Roman legal relations, which is the basis of modern law-making. It is important to learn how the culture of the law of ancient Rome influenced the formation of modern law of the digital age. The purpose of writing the paper was to highlight the influence of the legal culture of ancient Rome on modern reality.


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