Matteo Magnini

According to our database, Matteo Magnini authored at least 14 papers between 2022 and 2024.

Collaborative distances:

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

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

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

Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini

CoRR, 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

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