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A Query System for Extracting Requirements-related Information from Legal Texts
Sleimi, Amin; Ceci, Marcello; Sannier, Nicolas et al.
2019In Proceedings of the 27th IEEE International Requirements Engineering Conference (RE'19), pp. 319-329
Peer reviewed
 

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Keywords :
legal requirements; legal metadata; natural language processing; smart search; question answering
Abstract :
[en] Searching legal texts for relevant information is a complex and expensive activity. The search solutions offered by present-day legal portals are targeted primarily at legal professionals. These solutions are not adequate for requirements analysts whose objective is to extract domain knowledge including stakeholders, rights and duties, and business processes that are relevant to legal requirements. Semantic Web technologies now enable smart search capabilities and can be exploited to help requirements analysts in elaborating legal requirements. In our previous work, we developed an automated framework for extracting semantic metadata from legal texts. In this paper, we investigate the use of our metadata extraction framework as an enabler for smart legal search with a focus on requirements engineering activities. We report on our industrial experience helping the Government of Luxembourg provide an advanced search facility over Luxembourg’s Income Tax Law. The experience shows that semantic legal metadata can be successfully exploited for answering requirements engineering-related legal queries. Our results also suggest that our conceptualization of semantic legal metadata can be further improved with new information elements and relations.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Software Verification and Validation Lab (SVV Lab)
Disciplines :
Computer science
Author, co-author :
Sleimi, Amin ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Ceci, Marcello ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Sannier, Nicolas  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Sabetzadeh, Mehrdad ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Briand, Lionel ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Dann, John
External co-authors :
no
Language :
English
Title :
A Query System for Extracting Requirements-related Information from Legal Texts
Publication date :
2019
Event name :
27th IEEE International Requirements Engineering Conference (RE'19)
Event date :
from 23-09-2019 to 27-09-2019
Audience :
International
Main work title :
Proceedings of the 27th IEEE International Requirements Engineering Conference (RE'19), pp. 319-329
Peer reviewed :
Peer reviewed
Focus Area :
Computational Sciences
FnR Project :
FNR11554296 - Automated Retrieval Of Metadata From Legal Texts, 2016 (01/01/2017-31/12/2018) - Mehrdad Sabetzadeh
Funders :
FNR - Fonds National de la Recherche [LU]
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since 12 July 2019

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