Fine-tuning GPT-3 for legal rule classification

D Liga, L Robaldo - Computer Law & Security Review, 2023 - Elsevier
In this paper, we propose a Legal Rule Classification (LRC) task using one of the most
discussed language model in the field of Artificial Intelligence, namely GPT-3, a generative …

Compliance checking on first-order knowledge with conflicting and compensatory norms: a comparison among currently available technologies

L Robaldo, S Batsakis, R Calegari, F Calimeri… - Artificial Intelligence and …, 2024 - Springer
This paper analyses and compares some of the automated reasoners that have been used
in recent research for compliance checking. Although the list of the considered reasoners is …

The use of readability metrics in legal text: A systematic literature review

Y Han, A Ceross, JHM Bergmann - arxiv preprint arxiv:2411.09497, 2024 - arxiv.org
Understanding the text in legal documents can be challenging due to their complex structure
and the inclusion of domain-specific jargon. Laws and regulations are often crafted in such a …

A Survey on Recent Applications of Artificial Intelligence and Optimization for Smart Grids in Smart Manufacturing

CC Hsu, BH Jiang, CC Lin - Energies, 2023 - mdpi.com
To enable highly automated manufacturing and net-zero carbon emissions, manufacturers
have invested heavily in smart manufacturing. Sustainable and smart manufacturing …

Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts

E Sulis, L Humphreys, F Vernero, IA Amantea… - Information Systems, 2022 - Elsevier
The interpretation of any legal norm typically requires consideration of relationships
between parts within the same piece of legislation. This work describes a general framework …

DGGCCM: A hybrid neural model for legal event detection

S Gong, X Luo - Artificial Intelligence and Law, 2024 - Springer
This paper introduces an advanced event detection model for legal intelligence, focusing on
identifying event types in legal cases by examining trigger word candidates. It employs the …

Assessing the solid protocol in relation to security and privacy obligations

C Esposito, R Horne, L Robaldo, B Buelens… - Information, 2023 - mdpi.com
The Solid specification aims to empower data subjects by giving them direct access control
over their data across multiple applications. As governments are manifesting their interest in …

Efficient compliance checking of RDF data

L Robaldo, F Pacenza, J Zangari… - Journal of Logic and …, 2023 - academic.oup.com
Automated compliance checking, ie the task of automatically assessing whether states of
affairs comply with normative systems, has recently received a lot of attention from the …

Knowledge augmented machine learning with applications in autonomous driving: A survey

J Wörmann, D Bogdoll, C Brunner, E Bührle… - arxiv preprint arxiv …, 2022 - arxiv.org
The availability of representative datasets is an essential prerequisite for many successful
artificial intelligence and machine learning models. However, in real life applications these …

Combining shallow and deep learning approaches against data scarcity in legal domains

F Sovrano, M Palmirani, F Vitali - Government Information Quarterly, 2022 - Elsevier
We are recently witnessing a radical shift towards digitisation in many aspects of our daily
life, including law, public administration and governance. This has sometimes been done …