MICHELE DUSI

PhD Student

PhD program:: XXXVIII
email: michele.dusi (at) uniroma1.it
building: Dipartimento di Ingegneria dell'Informazione (DII), Università degli Studi di Brescia, via Branze 38, Brescia

supervisor: Alfonso Emilio Gerevini
co-supervisor: Ivan Serina

My research focuses on stereotypical biases in human language processed by NLP models.

Research products

11573/1725661 - 2024 - Discrimination Bias Detection through Categorical Association in Pre-trained Language Models

Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I. - 01a Articolo in rivista

paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 162651-162667 - issn: 2169-3536 - wos: WOS:001351490800001 (0) - scopus: 2-s2.0-85207634263 (0)

11573/1725848 - 2024 - Supervised Bias Detection in Transformers-based Language Models

Dusi, M.; Gerevini, A. E.; Putelli, L.; Serina, I. - 04b Atto di convegno in volume

book: Proceedings of the AIxIA Doctoral Consortium 2023 - ()

11573/1725668 - 2023 - Quick Subset Construction

Dusi, M.; Lamperti, G. - 01a Articolo in rivista

paper: SOFTWARE-PRACTICE & EXPERIENCE (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 2092-2132 - issn: 0038-0644 - wos: WOS:001041210000001 (0) - scopus: 2-s2.0-85166549081 (0)

11573/1725875 - 2022 - Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach

Dusi, M.; Arici, N.; Gerevini, A. E.; Putelli, L.; Serina, I. - 04b Atto di convegno in volume

conference: 6th Workshop on Natural Language for Artificial Intelligence, NL4AI 2022 (Udine; Italy)

book: NL4AI 2022 Sixth Workshop on Natural Language for Artificial Intelligence. Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022) - ()

11573/1725876 - 2021 - Fixing Nondeterminism in Large Discrete-Event Knowledge

Dusi, M.; Lamperti, G. - 04c Atto di convegno in rivista

paper: PROCEDIA COMPUTER SCIENCE (Amsterdam : Elsevier) pp. 407-416 - issn: 1877-0509 - wos: WOS:000720289000041 (0) - scopus: 2-s2.0-85116910555 (0)

conference: 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2021) (Szczecin; Poland)

11573/1725867 - 2020 - Conservative Determinization of Translated Automata by Embedded Subset Construction

Dusi, M.; Lamperti, G. - 04b Atto di convegno in volume

conference: KES International Conference on Intelligent Decision Technologies (Online; Virtual)

book: Intelligent Decision Technologies. Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020) - (9789811559242; 9789811559259)