TEXTUAL ENTAILMENT FOR CYBERSECURITY: AN APPLICATIVE CASE

被引：0

作者：

Siragusa, Giovanni ^{[1
]}

Robaldo, Livio ^{[2
,3
]}

Di Caro, Luigi ^{[1
,3
]}

Violato, Andrea ^{[3
]}

机构：

[1] Univ Turin, Turin, Italy

[2] Swansea Univ, Legal Innovat Lab Wales, Swansea, W Glam, Wales

[3] Nomotika SRL, Turin, Italy

来源：

JOURNAL OF APPLIED LOGICS-IFCOLOG JOURNAL OF LOGICS AND THEIR APPLICATIONS | 2021年 / 8卷 / 04期

基金：

欧盟地平线“2020”;

关键词：

D O I：

暂无

中图分类号：

B81 [逻辑学（论理学）];

学科分类号：

010104 ; 010105 ;

摘要：

Recognizing Textual Entailment (RTE) is the task of recognizing the relation between two sentences, in order to measure whether and to what extent one of the two is inferred from the other. It is used in many Natural Language Processing (NLP) tasks. In the last decades, with the digitization of many legal documents, NLP applied to the legal domain has became prominent, due to the need of knowing which norms are complied with in case other norms are. In this context, from a set of obligations that are known to be complied with, RTE may be used to infer which other norms are complied with as well. We propose a dataset, regarding cybersecurity controls, for RTE on the legal domain. The dataset has been constructed using information available online, provided by domain experts from NIST (https://www.nist.gov).

引用

页码：975 / 992

页数：18

共 29 条

[1]

Adebayo KJ, 2017, P 13 INT C SEM SYST, P160

[2] The European Taxonomy Syllabus: A multi-lingual, multi-level ontology framework to untangle the web of European legal terminology [J].

Ajani, Gianmaria ;

Boella, Guido ;

di Caro, Luigi ;

Robaldo, Livio ;

Humphreys, Llio ;

Praduroux, Sabrina ;

Rossi, Piercarlo ;

Violato, Andrea .

APPLIED ONTOLOGY, 2016, 11 (04) :325-375

[3]

[Anonymous], 1994, The Concept of Law

[4]

[Anonymous], 2004, P 2004 C EMP METH NA

[5]

Bentivogli Luisa, 2017, The Recognizing Textual Entailment Challenges: Datasets and Methodologies, P1119, DOI [DOI 10.1007/978-94-024-0881-242, 10.1007/978-94-024-0881-242]

[6] Latent Dirichlet allocation [J].

Blei, DM ;

Ng, AY ;

Jordan, MI .

JOURNAL OF MACHINE LEARNING RESEARCH, 2003, 3 (4-5) :993-1022

[7]

Boella G., 2010, INT C PRINC KNOWL RE

[8]

Boella G, 2012, LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, P3672

[9]

Bowman S.R., 2015, P C EMP METH NAT LAN

[10]

Carvalho Danilo S, 2015, JSAI INT S ART INT, P295

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