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Applying gaiust for extracting requirements from legal documents

Nicola Zeni, Luisa Mich, John Mylopoulos, James R. Cordy
2013 2013 6th International Workshop on Requirements Engineering and Law (RELAW)  
doi:10.1109/relaw.2013.6671349 dblp:conf/re/ZeniMMC13 fatcat:4bztys7vg5ai7athhg6rz7g5je

GaiusT: supporting the extraction of rights and obligations for regulatory compliance

Nicola Zeni, Nadzeya Kiyavitskaya, Luisa Mich, James R. Cordy, John Mylopoulos
2013 Requirements Engineering  
This work examines the challenge of developing tool support for extracting such requirements from legal documents. To address this challenge, we have developed a tool called GaiusT 1 .  ...  Generally speaking, solutions to the problem first identify rights and obligations defined in the law and then treat these as requirements for the system under design.  ...  This paper presents the details of an SA-based tool for requirements extraction from legal documents.  ... 
doi:10.1007/s00766-013-0181-8 fatcat:q2ti6sctajcm5j3aoj6a3a3hda

Automated Extraction of Semantic Legal Metadata using Natural Language Processing

Amin Sleimi, Nicolas Sannier, Mehrdad Sabetzadeh, Lionel Briand, John Dann
2018 2018 IEEE 26th International Requirements Engineering Conference (RE)  
Such metadata is important for the systematic analysis of legal requirements.  ...  [Results and Conclusions] We propose (1) a harmonized conceptual model for the semantic metadata types pertinent to legal requirements analysis, and (2) automated extraction rules for these metadata types  ...  LegalGRL does not yet have automated support for metadata extraction. Formal legal requirements.  ... 
doi:10.1109/re.2018.00022 dblp:conf/re/SleimiSSBD18 fatcat:z2q5gaic2vhvtplgzmdqjm7zlu

An Automated Framework for the Extraction of Semantic Legal Metadata from Legal Texts [article]

Amin Sleimi, Nicolas Sannier, Mehrdad Sabetzadeh, Lionel Briand, Marcello Ceci, John Dann
2020 arXiv   pre-print
Semantic legal metadata provides information that helps with understanding and interpreting legal provisions. Such metadata is therefore important for the systematic analysis of legal requirements.  ...  Our work is motivated by two observations: (1) the existing requirements engineering (RE) literature does not provide a harmonized view on the semantic metadata types that are useful for legal requirements  ...  LegalGRL does not yet have automated support for metadata extraction. Formal legal requirements.  ... 
arXiv:2001.11245v1 fatcat:72xmc3sajvc4bhyzuo7yclnqyy

A Query System for Extracting Requirements-Related Information from Legal Texts

Amin Sleimi, Marcello Ceci, Nicolas Sannier, Mehrdad Sabetzadeh, Lionel Briand, John Dann
2019 2019 IEEE 27th International Requirements Engineering Conference (RE)  
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.  ...  Apart from GaiusT and NomosT, none of these contributions provide tool support for automatically extracting semantic information.  ... 
doi:10.1109/re.2019.00041 dblp:conf/re/SleimiCSSBD19 fatcat:5wktreh6ozeyrkhtod5bo3biri

A Collaborative Requirement Mining Framework to Support OEMs [chapter]

Romain Pinquié, Philippe Véron, Frédéric Segonds, Nicolas Croué
2015 Lecture Notes in Computer Science  
With the fastidiously ever-increasing complexity of systems, the relentless, massive customisation of products and the mushrooming accumulation of legal documents (standards, policies and laws), we can  ...  observe a significant increase in requirements.  ...  If it is set as a legal document, then the extracted requirements are classified as key legal requirements.  ... 
doi:10.1007/978-3-319-24132-6_13 fatcat:vcn4olvzwvajtklrj2w44fltoa

Legal Markup Generation in the Large: An Experience Report

Nicolas Sannier, Morayo Adedjouma, Mehrdad Sabetzadeh, Lionel Briand, John Dann, Marc Hisette, Pascal Thill
2017 2017 IEEE 25th International Requirements Engineering Conference (RE)  
Legal markup (metadata) is an important prerequisite for the elaboration of legal requirements.  ...  We reflect on the experience gained from applying automated markup generation at large scales.  ...  Because of the stringent accuracy requirements for legal documents, any automatically-generated markup for these documents has to be thoroughly reviewed to ensure correctness.  ... 
doi:10.1109/re.2017.10 dblp:conf/re/SannierASBDHT17 fatcat:4w4derbalnbybia6viplg3q43q

Requirement mining for model-based product design

Romain Pinquié, Philippe Véron, Frédéric Segonds, Nicolas Croué
2016 International Journal of Product Lifecycle Management  
First, we propose a natural language processing (NLP) pipeline to extract requirements from prescriptive documents.  ...  Both contributions support companies willing to feed a requirements management tool from prescriptive documents.  ...  More recently, Zeni et al. (2015) have proposed GaiuST, a framework that extracts legal requirements for ensuring regulatory compliance.  ... 
doi:10.1504/ijplm.2016.080983 fatcat:mjr4uyuja5f3bccenkzuhequ3e

Modular norm models: practical representation and analysis of contractual rights and obligations

Sayonnha Mandal, Robin Gandhi, Harvey Siy
2019 Requirements Engineering  
Analysis of legal text using logic-based models can help developers understand requirements for the development and use of software-intensive systems throughout its lifecycle.  ...  Compliance analysis requires legal counsel but is generally unavailable in many software projects.  ...  Several researchers have proposed techniques for extracting concepts from legal text.  ... 
doi:10.1007/s00766-019-00323-y fatcat:z2mmtglhazezpbksce2skbanoe

Defining and retrieving themes in nuclear regulations

Nicolas Sannier, Benoit Baudry
2012 2012 Fifth IEEE International Workshop on Requirements Engineering and Law (RELAW)  
These requirements are scattered throughout multiple documents expressing different levels of requirements or different kinds of requirements.  ...  Consequently, when licensees want to extract the set of regulations related to a specific concern, they lack explicit traces between all regulation documents and mostly get lost while attempting to compare  ...  [15] use GaiusT to extract rights, obligations, on both HIPAA (Health Insurance Portability and Accountability Act) and equivalent Italian regulations.  ... 
doi:10.1109/relaw.2012.6347797 dblp:conf/re/SannierB12 fatcat:qnlvnwbhffffxfzr3sgqjbe7oe

Natural Language Processing (NLP) for Requirements Engineering: A Systematic Mapping Study [article]

Liping Zhao, Waad Alhoshan, Alessio Ferrari, Keletso J. Letsholo, Muideen A. Ajagbe, Erol-Valeriu Chioasca, Riza T. Batista-Navarro
2020 arXiv   pre-print
Natural language processing supported requirements engineering is an area of research and development that seeks to apply NLP techniques, tools and resources to a variety of requirements documents or artifacts  ...  although some industrial applications have been published; 5) 140 NLP techniques, 66 NLP tools and 25 NLP resources are extracted from the selected studies.  ...  in NL, NLP has been largely applied also to legal documents [32] and privacy policies [33] , in the field of RE and Law.  ... 
arXiv:2004.01099v2 fatcat:wmkvxue4ija7hfwdcs4mhwga2m

Toward multilevel textual requirements traceability using model-driven engineering and information retrieval

Nicolas Sannier, Benoit Baudry
2012 2012 Second IEEE International Workshop on Model-Driven Requirements Engineering (MoDRE)  
Information retrieval (IR) approaches have already proved to work in an efficient way on large text corpora for requirements traceability analysis but do only consider similarity aspects of flatten documents  ...  Consequently, requirements are scattered throughout multiple documents expressing different levels of requirements and different kinds of requirements.  ...  Kiyavitskaya et al. use GaiusT to extract rights, obligations, on both HIPAA (Health Insurance Portability and Accountability Act) and equivalent Italian regulations [15] .  ... 
doi:10.1109/modre.2012.6360072 dblp:conf/re/SannierB12a fatcat:hwlyvlxxo5dptksawoky6xo75u

Page 374 of Banner of the Constitution Vol. 3, Issue 48 [page]

1832 Banner of the Constitution  
For oue, sir, L raise my voice, beforehand, — LE AO against the gaiust sup oree, under resident hi deut bas Bo duly require His duty is cupport the ed, to emp!  ...  Some of the members elect are opposed to Nullification.— Whether all are so, may be judged from the following extracts | from answers given, before the election, and widely circulated, to a letter addressed  ... 

Maryland Gazette and Political Intelligencer February 1816

(:Unkn) Unknown
1816
act to revive and Ifflend an act, entitled, An act to Incorporate a company to make a turnpike road from Edward H.  ...  Van-Horn died, possessed. 19 An act authorising a lottery to raise a sum of money to repair a road, from Paul Hawk's c riurch, to the intersection of the Baltimore road near Charles Franklin's tavern,  ...  the house will proceed to consider and determine the ri^ht of Peter Alien to his se..t in this house:" And whereas, a motion was then made that the house s'tou.d agree to exclude the said Peter Alien from  ... 
doi:10.13016/m2bv79v7b fatcat:sqeylixswvdu7jv2c4zqqjbm4q