23
publications
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2022–2026
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Matteo Magnini
- Unfair Inequality in Education: A Benchmark for AI-Fairness Research (Scientific Data) — Joseph Giovanelli, Matteo Magnini, Giovanni Ciatto, Angel S. Marrero, Andrea Borghesi, Gustavo A. Marrero, Roberta Calegari
- NL2UNIFOL: From Natural Language Sentences to Uniform First-Order Logic Formulae (SKILLED-LLMs 2026 @ FLoC 2026) — Matteo Magnini, Davide Liga, Luca Pasetto
- Performant and Small: Can We Have Both? SLMs on Mobile Devices for Healthcare Chatbots (TELMED 2026 @ PerCom 2026) — Aqila Farahmand, Sara Montagna, Alessandro Bogliolo, Stefano Ferretti, Matteo Magnini
- Intelligent Agents from Symbolic to Neurosymbolic Systems: The Quest for Integration (The Agents Journey) — Andrea Agiollo, Roberta Calegari, Giovanni Ciatto, Matteo Magnini, Andrea Omicini, Federico Sabbatini
- Agentic Architecture for Data-Centric AutoML (ADBIS 2026) — Mattia Matteini, Matteo Magnini, Matteo Francia, Giovanni Ciatto, Andrea Omicini
5
publications
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2026
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- Large language models as oracles for instantiating ontologies with domain-specific knowledge (Knowledge-Based Systems) — Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini
- Actively Learning EL Terminologies from Large Language Models (ECAI-2025) — Matteo Magnini, Riccardo Squarcialupi, Martin T. Sterri, Ana Ozaki
- Privacy-preserving LLM-based chatbots for hypertensive patient self-management (Smart Health) — Sara Montagna, Stefano Ferretti, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Martino Francesco Pengo, Gianluca Aguzzi, Matteo Magnini
- A Domain-Specific Language for NeSy Focussing on Symbolic Knowledge Injection (ANSyA 2025 @ ECAI-2025) — Mattia Matteini, Giovanni Ciatto, Matteo Magnini, Emre Kuru, Reyhan Aydoğan, Andrea Omicini
- Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring (TELMED 2025 @ PerCom 2025) — Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna
5
publications
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2025
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- Actively Learning Ontologies from LLMs: First Results (Extended Abstract) (DL 2024) — Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi
- LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis (TELMED 2024) — Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
- Enforcing Fairness via Constraint Injection with FaUCI (AEQUITAS 2024) — Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (ACM Computing Surveys) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
- An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024) — Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
5
publications
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2024
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- A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023 @ AAMAS 2023) — Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini
- Knowledge injection of Datalog rules via Neural Network Structuring with KINS (Journal of Logic and Computation) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (AIxIA 2022) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments (Autonomous Agents and Multi-Agent Systems) — Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
- Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (Computer Methods and Programs in Biomedicine) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini
5
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2023
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3
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2022
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