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  1. Unsupervised and supervised text similarity systems for automated identification of national implementing measures of European directives.Rohan Nanda, Giovanni Siragusa, Luigi Di Caro, Guido Boella, Lorenzo Grossio, Marco Gerbaudo & Francesco Costamagna - 2019 - Artificial Intelligence and Law 27 (2):199-225.
    The automated identification of national implementations of European directives by text similarity techniques has shown promising preliminary results. Previous works have proposed and utilized unsupervised lexical and semantic similarity techniques based on vector space models, latent semantic analysis and topic models. However, these techniques were evaluated on a small multilingual corpus of directives and NIMs. In this paper, we utilize word and paragraph embedding models learned by shallow neural networks from a multilingual legal corpus of European directives and national legislation (...)
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  • On the Identification of Quantifiers' Witness Sets: A Study of Multi-Quantifier Sentences.Livio Robaldo, Jakub Szymanik & Ben Meijering - 2014 - Journal of Logic, Language and Information 23 (1):53-81.
    Natural language sentences that talk about two or more sets of entities can be assigned various readings. The ones in which the sets are independent of one another are particularly challenging from the formal point of view. In this paper we will call them ‘Independent Set (IS) readings’. Cumulative and collective readings are paradigmatic examples of IS readings. Most approaches aiming at representing the meaning of IS readings implement some kind of maximality conditions on the witness sets involved. Two kinds (...)
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  • Formalizing GDPR Provisions in Reified I/O Logic: The DAPRECO Knowledge Base.Livio Robaldo, Cesare Bartolini, Monica Palmirani, Arianna Rossi, Michele Martoni & Gabriele Lenzini - 2020 - Journal of Logic, Language and Information 29 (4):401-449.
    The DAPRECO knowledge base is the main outcome of the interdisciplinary project bearing the same name. It is a repository of rules written in LegalRuleML, an XML formalism designed to be a standard for representing the semantic and logical content of legal documents. The rules represent the provisions of the General Data Protection Regulation, the new Regulation that is significantly affecting the digital market in the European Union and beyond. The DAPRECO knowledge base builds upon the Privacy Ontology, which provides (...)
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  • The European Legal Taxonomy Syllabus: A Multi-Lingual, Multi-Level Ontology Framework to Untangle the Web of European Legal Terminology.Gianmaria Ajani, Guido Boella, Luigi di Caro, Livio Robaldo, Llio Humphreys, Sabrina Praduroux, Piercarlo Rossi & Andrea Violato - 2016 - Applied ontology 11 (4):325-375.
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  • Modified Numerals as Post-Suppositions.A. Brasoveanu - 2013 - Journal of Semantics 30 (2):155-209.
    The paper provides a compositional account of cumulative readings with non-increasing modified numerals (aka van Benthem's puzzle), for example, Exactly 3 boys saw exactly 5 movies. The main proposal is that modified numerals make two kinds of semantic contributions. Their asserted/at-issue contribution is a maximization operator that introduces the maximal set of entities that satisfies their restrictor and nuclear scope. The second contribution is a post-supposition, that is, a cardinality constraint that needs to be satisfied relative to the context that (...)
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  • Pragmatic Identification of the Witness Sets.Livio Robaldo & Jakub Szymanik - 2012 - Proceeding of the 8th Conference on Language Resources and Evaluation.
    Among the readings available for NL sentences, those where two or more sets of entities are independent of one another are particularly challenging from both a theoretical and an empirical point of view. Those readings are termed here as ‘Independent Set (IS) readings'. Standard examples of such readings are the well-known Collective and Cumulative Readings. (Robaldo, 2011) proposes a logical framework that can properly represent the meaning of IS readings in terms of a set-Skolemization of the witness sets. One of (...)
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  • Conservativity: A Necessary Property for the Maximization of Witness Sets.L. Robaldo - 2013 - Logic Journal of the IGPL 21 (5):853-878.
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  • Semi-Automatic Knowledge Population in a Legal Document Management System.Guido Boella, Luigi Di Caro & Valentina Leone - 2019 - Artificial Intelligence and Law 27 (2):227-251.
    Every organization has to deal with operational risks, arising from the execution of a company’s primary business functions. In this paper, we describe a legal knowledge management system which helps users understand the meaning of legislative text and the relationship between norms. While much of the knowledge requires the input of legal experts, we focus in this article on NLP applications that semi-automate essential time-consuming and lower-skill tasks—classifying legal documents, identifying cross-references and legislative amendments, linking legal terms to the most (...)
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