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Journal Articles
- 2024
[j4]Giovanni Ciatto
, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini:
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review. ACM Comput. Surv. 56(6): 161:1-161:35 (2024)- 2023
- [j3]Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments. Auton. Agents Multi Agent Syst. 37(2): 27 (2023) - [j2]Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydogan, Andrea Omicini:
Symbolic knowledge extraction for explainable nutritional recommenders. Comput. Methods Programs Biomed. 235: 107536 (2023) - [j1]Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
Knowledge injection of Datalog rules via Neural Network Structuring with KINS. J. Log. Comput. 33(8): 1832-1850 (2023)
Conference and Workshop Papers
- 2024
- [c9]Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini:
Enforcing Fairness via Constraint Injection with FaUCI. AEQUITAS@ECAI 2024 - [c8]Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi:
Actively Learning Ontologies from LLMs: First Results (Extended Abstract). Description Logics 2024 - [c7]Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini:
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis. PerCom Workshops 2024: 346-351 - [c6]Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini:
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation. WOA 2024: 20-32 - 2023
- [c5]Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydogan, Andrea Omicini:
A General-Purpose Protocol for Multi-agent Based Explanations. EXTRAAMAS 2023: 38-58 - 2022
- [c4]Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems. DP@AI*IA 2022: 12-22 - [c3]Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors. EXTRAAMAS@AAMAS 2022: 90-108 - [c2]Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
KINS: Knowledge Injection via Network Structuring. CILC 2022: 254-267 - [c1]Matteo Magnini, Giovanni Ciatto, Andrea Omicini:
A view to a KILL: knowledge injection via lambda layer. WOA 2022: 61-76
Informal and Other Publications
- 2024
- [i1]Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini:
Large language models as oracles for instantiating ontologies with domain-specific knowledge. CoRR abs/2404.04108 (2024)
Coauthor Index
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