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MAGNINI, MATTEO

MAGNINI, MATTEO  

DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA  

Dottorandi  

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Risultati 1 - 20 di 20 (tempo di esecuzione: 0.046 secondi).
Titolo Autore(i) Anno Periodico Editore Tipo File
A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot Aguzzi, G.; Magnini, M.; Pengo, M. F.; Viroli, M.; Montagna, S. 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno paper_46.pdf
Actively Learning EL Terminologies from Large Language Models Magnini, Matteo; Squarcialupi, Riccardo; Sterri, Martin T.; Ozaki, Ana 2025-01-01 - - 4.01 Contributo in Atti di convegno 2025-actively-learning-el-terminologies-from-llms.pdf
Large language models as oracles for instantiating ontologies with domain-specific knowledge Ciatto, Giovanni; Agiollo, Andrea; Magnini, Matteo; Omicini, Andrea 2025-01-01 KNOWLEDGE-BASED SYSTEMS - 1.01 Articolo in rivista 1-s2.0-S0950705124015740-main.pdf
Open-source small language models for personal medical assistant chatbots Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara 2025-01-01 INTELLIGENCE-BASED MEDICINE - 1.01 Articolo in rivista 1-s2.0-S2666521224000644-main-6.pdf
Privacy-preserving LLM-based chatbots for hypertensive patient self-management Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martin...o Francesco; Aguzzi, Gianluca; Magnini, Matteo 2025-01-01 SMART HEALTH - 1.01 Articolo in rivista 1-s2.0-S2352648325000133-main.pdf
RAG-Enhanced Open SLMs for Hypertension Management Chatbots Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S. 2025-01-01 JOURNAL OF MEDICAL SYSTEMS - 1.01 Articolo in rivista s10916-025-02297-7.pdf
Actively Learning Ontologies from LLMs: First Results (Extended Abstract) Magnini, Matteo; Ozaki, Ana; Squarcialupi, Riccardo 2024-01-01 - CEUR-WS.org 4.02 Riassunto (Abstract) -
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini 2024-01-01 - Sun SITE Central Europe, RWTH Aachen University 4.01 Contributo in Atti di convegno paper_02.pdf
Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S. 2024-01-01 - CEUR-WS.org 4.01 Contributo in Atti di convegno paper17.pdf
Enforcing Fairness via Constraint Injection with FaUCI Magnini, Matteo; Ciatto, Giovanni; Calegari, Roberta; Omicini, Andrea 2024-01-01 - CEUR-WS 4.01 Contributo in Atti di convegno paper8.pdf
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis Montagna S.; Aguzzi G.; Ferretti S.; Pengo M.F.; Klopfenstein L.C.; Ungolo M.; Magnini M. 2024-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini 2024-01-01 ACM COMPUTING SURVEYS - 1.01 Articolo in rivista 3645103.pdf
A General-Purpose Protocol for Multi-Agent based Explanations Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini 2023-01-01 - Springer 4.01 Contributo in Atti di convegno pyxmas-extraamas-2023.pdf
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems Matteo Magnini, Giovanni Ciatto, Andrea Omicini 2023-01-01 - Sun SITE Central Europe, RWTH Aachen University 4.01 Contributo in Atti di convegno paper2.pdf
Knowledge injection of Datalog rules via Neural Network Structuring with KINS Magnini, Matteo; Ciatto, Giovanni; Omicini, Andrea 2023-01-01 JOURNAL OF LOGIC AND COMPUTATION - 1.01 Articolo in rivista pre-print.pdf
Symbolic knowledge extraction for explainable nutritional recommenders Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoğan, Andrea Omicini 2023-01-01 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - 1.01 Articolo in rivista 1-s2.0-S0169260723002018-main.pdf
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini 2023-01-01 AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS - 1.01 Articolo in rivista s10458-023-09609-6.pdf
A view to a KILL: Knowledge Injection via Lambda Layer Matteo Magnini, Giovanni Ciatto, Andrea Omicini 2022-01-01 - Sun SITE Central Europe, RWTH Aachen University 4.01 Contributo in Atti di convegno -
KINS: Knowledge Injection via Network Structuring Matteo Magnini, Giovanni Ciatto, Andrea Omicini 2022-01-01 - Sun SITE Central Europe (CEUR), Technical University of Aachen (RWTH) 4.01 Contributo in Atti di convegno paper_25.pdf
On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors Matteo Magnini, Giovanni Ciatto, Andrea Omicini 2022-01-01 - Springer 4.01 Contributo in Atti di convegno ski-extraamas-2022.pdf