Legal information retrieval systems: State-of-the-art and open issues

C Sansone, G Sperlí - Information Systems, 2022 - Elsevier
In the last years, the legal domain has been revolutionized by the use of Information and
Communication Technologies, producing large amount of digital information. Legal …

Knowledge mining and social dangerousness assessment in criminal justice: metaheuristic integration of machine learning and graph-based inference

N Lettieri, A Guarino, D Malandrino… - Artificial Intelligence and …, 2023 - Springer
One of the main challenges for computational legal research is drawing up innovative
heuristics to derive actionable knowledge from legal documents. While a large part of the …

On the effectiveness of pre-trained language models for legal natural language processing: An empirical study

D Song, S Gao, B He, F Schilder - IEEE Access, 2022 - ieeexplore.ieee.org
We present the first comprehensive empirical evaluation of pre-trained language models
(PLMs) for legal natural language processing (NLP) in order to examine their effectiveness …

An entity-centric approach to manage court judgments based on Natural Language Processing

V Bellandi, C Bernasconi, F Lodi, M Palmonari… - Computer Law & …, 2024 - Elsevier
In this paper, we present an entity-centric infrastructure to manage legal documents,
especially court judgments, based on the organization of a textual document repository and …

Modeling cybercrime with UFO: an ontological analysis of non-consensual pornography cases

M Falduti, C Griffo - International Conference on Conceptual Modeling, 2022 - Springer
The legal domain has challenging aspects. One is that legislation is written to regulate an
unpredictable number of cases and, therefore, the language of the law is made of open …

Exploitation and merge of information sources for public procurement improvement

R Nai, E Sulis, P Pasteris, M Giunta, R Meo - Joint European Conference …, 2022 - Springer
The analysis of big data on public procurement can improve the process of carrying out
public tenders. The goal is to increase the quality and the correctness of the process, the …

Ontological models for representing image-based sexual abuses

M Falduti, C Griffo - Computer Law & Security Review, 2024 - Elsevier
In recent years, there has been extensive discourse on the moderation of abusive content
online. Image-based Sexual Abuses (IBSAs) represent a type of abusive content that …

Named Entity Recognition and Linking for Entity Extraction from Italian Civil Judgements

R Pozzi, R Rubini, C Bernasconi… - International Conference of …, 2023 - Springer
The extraction of named entities from court judgments is useful in several downstream
applications, such as document anonymization and semantic search engines. In this paper …

Studying Human Factors Aspects of Text Classification Task Using Eye Tracking

J Divya Venkatesh, A Jaiswal, MT Suthar… - … Conference on Human …, 2023 - Springer
Text classification has a wide range of applications in today's world including filtering spam
emails, identifying health conditions, categorizing news articles, business intelligence, and …

VNLES: a reasoning-enable legal expert system using Ontology modeling-based method: a case study of vietnam criminal code

QT Dao, TK Dang, TPH Nguyen… - 2023 17th International …, 2023 - ieeexplore.ieee.org
The main purpose of this research is to develop a method to model the criminal code by its
essence to serve a legal reasoning-enable expert system. Ontology combines a hierarchi …