Antonio Uva — accepted AI-conference papers

2025

PERSEVAL: A Framework for Perspectivist Classification Evaluation

Soda Marem Lo, Silvia Casola, Erhan Sezerer, Valerio Basile, Franco Sansonetti, Antonio Uva +1

EMNLP 2025

Data perspectivism goes beyond majority vote label aggregation by recognizing various perspectives as legitimate ground truths.However, current evaluation practices remain fragmented, making it difficult to compare perspectivist approaches and analyze their impact on different users and demographic

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2024

MultiPICo: Multilingual Perspectivist Irony Corpus

Silvia Casola, Simona Frenda, Soda Marem Lo, Erhan Sezerer, Antonio Uva, Valerio Basile +5

ACL 2024long

Recently, several scholars have contributed to the growth of a new theoretical framework in NLP called perspectivism. This approach aimsto leverage data annotated by different individuals to model diverse perspectives that affect their opinions on subjective phenomena such as irony. In this context,…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗