SOVRANO, FRANCESCO
SOVRANO, FRANCESCO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
DiscoLQA: zero-shot discourse-based legal question answering on European Legislation
2024 Sovrano, Francesco; Palmirani, Monica; Sapienza, Salvatore; Pistone, Vittoria
An objective metric for Explainable AI: How and why to estimate the degree of explainability
2023 Sovrano F.; Vitali F.
Perlocution vs Illocution: How Different Interpretations of the Act of Explaining Impact on the Evaluation of Explanations and XAI
2023 Sovrano F.; Vitali F.
Combining shallow and deep learning approaches against data scarcity in legal domains
2022 Sovrano F.; Palmirani M.; Vitali F.
Explanation-Aware Experience Replay in Rule-Dense Environments
2022 Sovrano, Francesco; Raymond, Alex; Prorok, Amanda
Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data
2022 Sovrano, Francesco; Vitali, Fabio
Foreseeing the Impact of the Proposed AI Act on the Sustainability and Safety of Critical Infrastructures
2022 Sovrano, Francesco; Masetti, Giulio
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces
2022 Sovrano, Francesco; Vitali, Fabio
How to Quantify the Degree of Explainability: Experiments and Practical Implications
2022 Sovrano, Francesco; Vitali, Fabio
Metrics, Explainability and the European AI Act Proposal
2022 Sovrano, Francesco; Sapienza, Salvatore; Palmirani, Monica; Vitali, Fabio
A dataset for evaluating legal question answering on private international law
2021 Sovrano, Francesco; Palmirani, Monica; Distefano, Biagio; Sapienza, Salvatore; Vitali, Fabio
A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act
2021 Sovrano, Francesco; Sapienza, Salvatore; Palmirani, Monica; Vitali, Fabio
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein’s Theory of Explanation
2021 Sovrano, Francesco; Vitali, Fabio
Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda
2021 Palmirani, Monica; Sovrano, Francesco; Liga, Davide; Sapienza, Salvatore; Vitali, Fabio
Making Things Explainable vs Explaining: Requirements and Challenges Under the GDPR
2021 Sovrano, Francesco; Vitali, Fabio; Palmirani, Monica
Crawling in Rogue's Dungeons With Deep Reinforcement Techniques
2020 Asperti, Andrea; Cortesi, Daniele; De Pieri, Carlo; Pedrini, Gianmaria; Sovrano, Francesco
Deep learning based multi-label text classification of UNGA resolutions
2020 Sovrano, Francesco; Palmirani, Monica; Vitali, Fabio
Hybrid Refining Approach of PrOnto Ontology
2020 Palmirani, Monica; Bincoletto, Giorgia; Leone, Valentina; Sapienza, Salvatore; Sovrano, Francesco
Legal Knowledge Extraction for Knowledge Graph Based Question-Answering
2020 Francesco Sovrano, Monica Palmirani, Fabio Vitali
Modelling GDPR-Compliant Explanations for Trustworthy AI
2020 Sovrano, Francesco; Vitali, Fabio; Palmirani, Monica