Matteo Magnini

According to our database, Matteo Magnini authored at least 21 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

RAG-Enhanced Open SLMs for Hypertension Management Chatbots.

Gianluca Aguzzi, Matteo Magnini, Aqila Farahmand, Stefano Ferretti, Martino Francesco Pengo, Sara Montagna

J. Medical Syst., December, 2025

Large language models as oracles for instantiating ontologies with domain-specific knowledge.

Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini

Knowl. Based Syst., 2025

Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring.

Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

Automated Machine Learning to Enhance Knowledge Retrieval in Retrieval-Augmented Generation Pipelines.

Matteo Magnini, Gianluca Aguzzi, Leonardo Sanna, Simone Magnolini, Patrizio Bellan, Mauro Dragoni, Sara Montagna

Proceedings of the Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, 2025

Actively Learning EL Terminologies from Large Language Models.

Matteo Magnini, Riccardo Squarcialupi, Martin T. Sterri, Ana Ozaki

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

A Domain-Specific Language for NeSy Focussing on Symbolic Knowledge Injection.

Mattia Matteini, Giovanni Ciatto, Matteo Magnini, Emre Kuru, Reyhan Aydogan, Andrea Omicini

Proceedings of the 1st International Workshop on Advanced Neuro-Symbolic Applications co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot.

Gianluca Aguzzi, Matteo Magnini, Martino Francesco Pengo, Mirko Viroli, Sara Montagna

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review.

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini

ACM Comput. Surv., June, 2024

An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation.

Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

Proceedings of the 25th Workshop "From Objects to Agents", 2024

LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis.

Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients.

Gianluca Aguzzi, Matteo Magnini, Stefano Ferretti, Giuseppe Pio Salcuni, Sara Montagna

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

Actively Learning Ontologies from LLMs: First Results (Extended Abstract).

Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi

Proceedings of the 37th International Workshop on Description Logics (DL 2024), 2024

Enforcing Fairness via Constraint Injection with FaUCI.

Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini

Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Knowledge injection of Datalog rules via Neural Network Structuring with KINS.

Matteo Magnini, Giovanni Ciatto, Andrea Omicini

J. Log. Comput., December, 2023

Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments.

Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Auton. Agents Multi Agent Syst., October, 2023

Symbolic knowledge extraction for explainable nutritional recommenders.

Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydogan, Andrea Omicini

Comput. Methods Programs Biomed., June, 2023

A General-Purpose Protocol for Multi-agent Based Explanations.

Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydogan, Andrea Omicini

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

2022

A view to a KILL: knowledge injection via lambda layer.

Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Proceedings of the 23rd Workshop "From Objects to Agents", 2022

KINS: Knowledge Injection via Network Structuring.

Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29, 2022

On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors.

Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2022

Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems.

Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, November 28, 2022