Regression-Free Model Updates for Spoken Language Understanding. - Andrea Caciolai; Verena Weber; Tobias Falke; Alessandro Pedrani; Davide Bernardi (ACL (industry), 2023)

Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses. - Donato Crisostomi; Andrea Caciolai; Alessandro Pedrani; Kay Rottmann; Alessandro Manzotti; Enrico Palumbo; Davide Bernardi (ACL (industry), 2023)

A Survey on Knowledge Editing of Neural Networks. - Vittorio Mazzia; Alessandro Pedrani; Andrea Caciolai; Kay Rottmann; Davide Bernardi (IEEE Trans. Neural Networks Learn. Syst., 2025)