Per Year

@inproceedings{exactLearningLLM-dl2024,
   articleno = 32,
   author = {Magnini, Matteo and Ana Ozaki and Squarcialupi, Riccardo},
   booktitle = {Proceedings of the 37th International Workshop on Description Logics {(DL} 2024), Bergen, Norway, June 18-21, 2024},
   dblp = {conf/dlog/MagniniOS24},
   editor = {Laura Giordano and Jean Christoph Jung and Ana Ozaki},
   iris = {11585/996984},
   issn = {1613-0073},
   keywords = {Active Learning, Ontologies, Language Models},
   month = jun,
   note = {Extended abstract},
   numpages = 5,
   pages = {32:1--6},
   publisher = {CEUR-WS.org},
   series = {{CEUR} Workshop Proceedings},
   title = {Actively Learning Ontologies from LLMs: First Results (Extended Abstract)},
   url = {https://ceur-ws.org/Vol-3739/abstract-18.pdf},
   urlopenaccess = {https://ceur-ws.org/Vol-3739/abstract-18.pdf},
   urlpdf = {https://ceur-ws.org/Vol-3739/abstract-18.pdf},
   volume = 3739,
   year = 2024
}

@inproceedings{llmbasedhealthcarechatbots-telmed2024,
 author={Montagna, Sara and Aguzzi, Gianluca and Ferretti, Stefano and Pengo, Martino Francesco and Klopfenstein, Lorenz Cuno and Ungolo, Michelangelo and Magnini, Matteo},
 booktitle={2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},
keywords = {large language model, medical chatbot, chronic disease management},
 title={LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis},
 year={2024},
 volume={},
 number={},
 pages={346-351},
 keywords={Pervasive computing;Privacy;Filtering;Conferences;Computational modeling;Medical services;Chatbots;Large Language Model;Medical Chatbot;Chronic Disease Management},
 doi={10.1109/PerComWorkshops59983.2024.10503257}}

@inproceedings{fauci-aequitas2024,
   articleno = 8,
   author = {Magnini, Matteo and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea},
   booktitle = {AEQUITAS 2024: Fairness and Bias in AI},
   dblp = {conf/aequitas/MagniniCCO24},
   editor = {Calegari, Roberta and Dignum, Virginia and O'Sullivan, Barry},
   iris = {11585/995740},
   keywords = {AI Fairness, FaUCI, in-processing, regularization, mitigation},
   month = oct,
   note = {Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024)},
   numpages = 13,
   pages = {8:1--8:13},
   publisher = {CEUR-WS},
   scholar = {12743200180573703475},
   scopus = {2-s2.0-85210042328},
   series = {CEUR Workshop Proceedings},
   title = {Enforcing Fairness via Constraint Injection with {FaUCI}},
   url = {https://ceur-ws.org/Vol-3808/paper8.pdf},
   urlopenaccess = {https://ceur-ws.org/Vol-3808/paper8.pdf},
   urlpdf = {https://ceur-ws.org/Vol-3808/paper8.pdf},
   volume = 3808,
   year = 2024
}

@article{skeislr-csur56,
   acm = {3645103},
   articleno = 161,
   author = {Ciatto, Giovanni and Sabbatini, Federico and Agiollo, Andrea and Magnini, Matteo and Omicini, Andrea},
   dblp = {journals/csur/CiattoSAMO24},
   doi = {10.1145/3645103},
   eissn = {1557-734},
   iris = {11585/969235},
   issn = {0360-0300},
   journal = {ACM Computing Surveys},
   keywords = {Logic; Machine learning theory; Hybrid symbolic-numeric methods; Knowledge representation and reasoning},
   month = jun,
   number = 6,
   numpages = 35,
   pages = {161:1--161:35},
   publisher = {ACM},
   scholar = {13701373869146776438},
   scopus = {2-s2.0-85188835517},
   semanticscholar = {267611660},
   title = {Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review},
   url = {https://dl.acm.org/doi/10.1145/3645103},
   urlopenaccess = {https://dl.acm.org/doi/pdf/10.1145/3645103},
   urlpdf = {https://dl.acm.org/doi/pdf/10.1145/3645103},
   volume = 56,
   wos = {WOS:001208566200027},
   year = 2024
}

@inproceedings{skidatadegradation-woa2024,
   author = {Rafanelli, Andrea and Magnini, Matteo and Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {WOA 2024 -- 25th Workshop ``From Objects to Agents 2024''},
   dblp = {conf/woa/RafanelliMACO24},
   editor = {Alderighi, Marco and Baldoni, Matteo and Baroglio, Cristina and Micalizio, Roberto and Tedeschi, Stefano},
   iris = {11585/975934},
   issn = {1613-0073},
   keywords = {Symbolic Knowledge Injection, Robustness, Neural Networks},
   location = {Bard, AO, Italy},
   month = jul,
   numpages = 13,
   pages = {20--32},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {9917174396528512749},
   scopus = {2-s2.0-85200118300},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation},
   url = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   urlopenaccess = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   urlpdf = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   volume = 3735,
   year = 2024
}