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)

EPIC: Multi-Perspective Annotation of a Corpus of Irony. - Simona Frenda; Alessandro Pedrani; Valerio Basile; Soda Marem Lo; Alessandra Teresa Cignarella; Raffaella Panizzon; Cristina Marco; Bianca Scarlini; Viviana Patti; Cristina Bosco; Davide Bernardi (ACL (1), 2023)

MultiPICo: Multilingual Perspectivist Irony Corpus. - Silvia Casola; Simona Frenda; Soda Marem Lo; Erhan Sezerer; Antonio Uva 001; Valerio Basile; Cristina Bosco; Alessandro Pedrani; Chiara Rubagotti; Viviana Patti; Davide Bernardi (ACL (1), 2024)

Perspectivist approaches to natural language processing: a survey. - Simona Frenda; Gavin Abercrombie; Valerio Basile; Alessandro Pedrani; Raffaella Panizzon; Alessandra Teresa Cignarella; Cristina Marco; Davide Bernardi (Lang. Resour. Evaluation, 2025)

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)