Matteo Magnini

22 papers A 1Journal 8Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Domain-Specific Language for NeSy Focussing on Symbolic Knowledge Injection. ANSyA@ECAI Mattia Matteini, Giovanni Ciatto, Matteo Magnini, Emre Kuru, Reyhan Aydogan, Andrea Omicini
2025	—	`conf`	A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot. AIME (2) Gianluca Aguzzi, Matteo Magnini, Martino Francesco Pengo, Mirko Viroli, Sara Montagna
2025	A	`conf`	Actively Learning EL Terminologies from Large Language Models. ECAI Matteo Magnini, Riccardo Squarcialupi, Martin T. Sterri, Ana Ozaki
2025	J	`jnl`	Large language models as oracles for instantiating ontologies with domain-specific knowledge. Knowl. Based Syst. Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
2025	—	`conf`	Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring. PerCom Workshops Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna
2025	J	`jnl`	RAG-Enhanced Open SLMs for Hypertension Management Chatbots. J. Medical Syst. Gianluca Aguzzi, Matteo Magnini, Aqila Farahmand, Stefano Ferretti, Martino Francesco Pengo, Sara Montagna
2025	J	`jnl`	Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review. CoRR Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
2024	—	`conf`	Actively Learning Ontologies from LLMs: First Results (Extended Abstract). Description Logics Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi
2024	—	`conf`	An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation. WOA Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
2024	—	`conf`	Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients. HC@AIxIA Gianluca Aguzzi, Matteo Magnini, Stefano Ferretti, Giuseppe Pio Salcuni, Sara Montagna
2024	—	`conf`	Enforcing Fairness via Constraint Injection with FaUCI. AEQUITAS@ECAI Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2024	—	`conf`	LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. PerCom Workshops Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
2024	J	`jnl`	Large language models as oracles for instantiating ontologies with domain-specific knowledge. CoRR Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
2024	J	`jnl`	Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review. ACM Comput. Surv. Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
2023	—	`conf`	A General-Purpose Protocol for Multi-agent Based Explanations. EXTRAAMAS Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydogan, Andrea Omicini
2023	J	`jnl`	Knowledge injection of Datalog rules via Neural Network Structuring with KINS. J. Log. Comput. Matteo Magnini, Giovanni Ciatto, Andrea Omicini
2023	J	`jnl`	Symbolic knowledge extraction for explainable nutritional recommenders. Comput. Methods Programs Biomed. Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydogan, Andrea Omicini
2023	J	`jnl`	Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments. Auton. Agents Multi Agent Syst. Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
2022	—	`conf`	A view to a KILL: knowledge injection via lambda layer. WOA Matteo Magnini, Giovanni Ciatto, Andrea Omicini
2022	—	`conf`	Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems. DP@AI*IA Matteo Magnini, Giovanni Ciatto, Andrea Omicini
2022	—	`conf`	KINS: Knowledge Injection via Network Structuring. CILC Matteo Magnini, Giovanni Ciatto, Andrea Omicini
2022	—	`conf`	On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors. EXTRAAMAS@AAMAS Matteo Magnini, Giovanni Ciatto, Andrea Omicini