Francesco Sovrano

55 papers A* 1A 2B 1C 6Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	In-Context Symbolic Regression for Robustness-Improved Kolmogorov-Arnold Networks. CoRR Francesco Sovrano, Lidia Losavio, Giulia Vilone, Marc Langheinrich
2026	J	`jnl`	The price of precision: the cost of preprocessing for automated code revision in code review. Empir. Softw. Eng. Shirin Pirouzkhah, Pooja Rani, Francesco Sovrano, Vincent J. Hellendoorn, Alberto Bacchelli
2025	J	`jnl`	Beyond the lab: An in-depth analysis of real-world practices in government-to-citizen software user documentation. Inf. Softw. Technol. Francesco Sovrano, Sandro Vonlanthen, Alberto Bacchelli
2025	J	`jnl`	Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP. CoRR Francesco Sovrano
2025	A*	`conf`	Detecting Semantic Clones of Unseen Functionality. ASE Konstantinos Kitsios, Francesco Sovrano, Earl T. Barr, Alberto Bacchelli
2025	J	`jnl`	Detecting Semantic Clones of Unseen Functionality. CoRR Konstantinos Kitsios, Francesco Sovrano, Earl T. Barr, Alberto Bacchelli
2025	J	`jnl`	DiscoLQA: zero-shot discourse-based legal question answering on European Legislation. Artif. Intell. Law Francesco Sovrano, Monica Palmirani, Salvatore Sapienza, Vittoria Pistone
2025	J	`jnl`	Explicit vs. Implicit Biographies: Evaluating and Adapting LLM Information Extraction on Wikidata-Derived Texts. CoRR Alessandra Stramiglio, Andrea Schimmenti, Valentina Pasqual, Marieke van Erp, Francesco Sovrano, Fabio Vitali
2025	J	`jnl`	How to Improve the Explanatory Power of an Intelligent Textbook: a Case Study in Legal Writing. Int. J. Artif. Intell. Educ. Francesco Sovrano, Kevin D. Ashley, Peter Brusilovsky, Fabio Vitali
2025	J	`jnl`	Is General-Purpose AI Reasoning Sensitive to Data-Induced Cognitive Biases? Dynamic Benchmarking on Typical Software Engineering Dilemmas. CoRR Francesco Sovrano, Gabriele Dominici, Rita Sevastjanova, Alessandra Stramiglio, Alberto Bacchelli
2025	J	`jnl`	Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End". CoRR Francesco Sovrano, Adam Bauer, Alberto Bacchelli
2025	J	`jnl`	Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End". Proc. ACM Softw. Eng. Francesco Sovrano, Adam Bauer, Alberto Bacchelli
2025	J	`jnl`	Simplifying software compliance: AI technologies in drafting technical documentation for the AI Act. Empir. Softw. Eng. Francesco Sovrano, Emmie Hine, Stefano Anzolut, Alberto Bacchelli
2024	A	`conf`	Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis. ECAI Francesco Sovrano, Michael Lognoul, Giulia Vilone
2024	J	`jnl`	Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis. CoRR Francesco Sovrano, Michael Lognoul, Giulia Vilone
2024	—	`conf`	An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms. ICSE (SEIS) Francesco Sovrano, Michaël Lognoul, Alberto Bacchelli
2024	J	`jnl`	Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data. Data Min. Knowl. Discov. Francesco Sovrano, Fabio Vitali
2024	—	`conf`	On the Explainability of Financial Robo-Advice Systems. xAI (4) Giulia Vilone, Francesco Sovrano, Michaël Lognoul
2023	—	`conf`	Aligning UN Goals and legal norms in a case weighting system: a case study on environmental crimes in Italy. ICEGOV Vittoria Pistone, Francesco Sovrano, Biagio Distefano
2023	J	`jnl`	An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms. CoRR Francesco Sovrano, Michaël Lognoul, Alberto Bacchelli
2023	J	`jnl`	An objective metric for Explainable AI: How and why to estimate the degree of explainability. Knowl. Based Syst. Francesco Sovrano, Fabio Vitali
2023	—	`conf`	Eliminating Hallucinations: GPT-based Explanatory AI for Intelligent Textbooks and Documentation. iTextbooks@AIED Francesco Sovrano, Kevin D. Ashley, Alberto Bacchelli
2023	—	`—`	How to explain: from theory to practice. Francesco Sovrano
2023	—	`conf`	Perlocution vs Illocution: How Different Interpretations of the Act of Explaining Impact on the Evaluation of Explanations and XAI. xAI (1) Francesco Sovrano, Fabio Vitali
2022	J	`jnl`	Combining shallow and deep learning approaches against data scarcity in legal domains. Gov. Inf. Q. Francesco Sovrano, Monica Palmirani, Fabio Vitali
2022	J	`jnl`	Explanation-Aware Experience Replay in Rule-Dense Environments. IEEE Robotics Autom. Lett. Francesco Sovrano, Alex Raymond, Amanda Prorok
2022	—	`conf`	Foreseeing the Impact of the Proposed AI Act on the Sustainability and Safety of Critical Infrastructures. ICEGOV Francesco Sovrano, Giulio Masetti
2022	J	`jnl`	Foreseeing the Impact of the Proposed AI Act on the Sustainability and Safety of Critical Infrastructures. CoRR Francesco Sovrano, Giulio Masetti
2022	J	`jnl`	Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces. ACM Trans. Interact. Intell. Syst. Francesco Sovrano, Fabio Vitali
2022	B	`conf`	How to Quantify the Degree of Explainability: Experiments and Practical Implications. FUZZ-IEEE Francesco Sovrano, Fabio Vitali
2022	—	`conf`	YAI4Edu: an Explanatory AI to Generate Interactive e-Books for Education. iTextbooks@AIED Francesco Sovrano, Kevin D. Ashley, Peter Brusilovsky, Fabio Vitali
2021	C	`conf`	A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act. JURIX Francesco Sovrano, Salvatore Sapienza, Monica Palmirani, Fabio Vitali
2021	J	`jnl`	A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act. CoRR Francesco Sovrano, Salvatore Sapienza, Monica Palmirani, Fabio Vitali
2021	C	`conf`	A dataset for evaluating legal question answering on private international law. ICAIL Francesco Sovrano, Monica Palmirani, Biagio Distefano, Salvatore Sapienza, Fabio Vitali
2021	J	`jnl`	An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability. CoRR Francesco Sovrano, Fabio Vitali
2021	J	`jnl`	Explanation-Aware Experience Replay in Rule-Dense Environments. CoRR Francesco Sovrano, Alex Raymond, Amanda Prorok
2021	A	`conf`	From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of Explanation. IUI Francesco Sovrano, Fabio Vitali
2021	J	`jnl`	From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of Explanation. CoRR Francesco Sovrano, Fabio Vitali
2021	J	`jnl`	Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces. CoRR Francesco Sovrano, Fabio Vitali
2021	C	`conf`	Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda. JURIX Monica Palmirani, Francesco Sovrano, Davide Liga, Salvatore Sapienza, Fabio Vitali
2021	J	`jnl`	Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR. CoRR Francesco Sovrano, Fabio Vitali, Monica Palmirani
2021	J	`jnl`	Modelling GDPR-Compliant Explanations for Trustworthy AI. CoRR Francesco Sovrano, Fabio Vitali, Monica Palmirani
2020	J	`jnl`	Crawling in Rogue's Dungeons With Deep Reinforcement Techniques. IEEE Trans. Games Andrea Asperti, Daniele Cortesi, Carlo De Pieri, Gianmaria Pedrini, Francesco Sovrano
2020	J	`jnl`	Deep Learning Based Multi-Label Text Classification of UNGA Resolutions. CoRR Francesco Sovrano, Monica Palmirani, Fabio Vitali
2020	—	`conf`	Deep learning based multi-label text classification of UNGA resolutions. ICEGOV Francesco Sovrano, Monica Palmirani, Fabio Vitali
2020	—	`conf`	Hybrid Refining Approach of PrOnto Ontology. EGOVIS Monica Palmirani, Giorgia Bincoletto, Valentina Leone, Salvatore Sapienza, Francesco Sovrano
2020	C	`conf`	Legal Knowledge Extraction for Knowledge Graph Based Question-Answering. JURIX Francesco Sovrano, Monica Palmirani, Fabio Vitali
2020	—	`conf`	Making Things Explainable vs Explaining: Requirements and Challenges Under the GDPR. AICOL Francesco Sovrano, Fabio Vitali, Monica Palmirani
2020	—	`conf`	Modelling GDPR-Compliant Explanations for Trustworthy AI. EGOVIS Francesco Sovrano, Fabio Vitali, Monica Palmirani
2019	C	`conf`	Combining Experience Replay with Exploration by Random Network Distillation. CoG Francesco Sovrano
2019	J	`jnl`	Combining Experience Replay with Exploration by Random Network Distillation. CoRR Francesco Sovrano
2019	C	`conf`	PrOnto Ontology Refinement Through Open Knowledge Extraction. JURIX Monica Palmirani, Giorgia Bincoletto, Valentina Leone, Salvatore Sapienza, Francesco Sovrano
2019	—	`conf`	The Difference between Explainable and Explaining: Requirements and Challenges under the GDPR. XAILA@JURIX Francesco Sovrano, Fabio Vitali, Monica Palmirani
2018	—	`conf`	Crawling in Rogue's Dungeons with (Partitioned) A3C. LOD Andrea Asperti, Daniele Cortesi, Francesco Sovrano
2018	J	`jnl`	Crawling in Rogue's dungeons with (partitioned) A3C. CoRR Andrea Asperti, Daniele Cortesi, Francesco Sovrano