Papers by Franco Sansonetti
PERSEVAL: A Framework for Perspectivist Classification Evaluation (2025.emnlp-main)
Copied to clipboard
Soda Marem Lo, Silvia Casola, Erhan Sezerer, Valerio Basile, Franco Sansonetti, Antonio Uva, Davide Bernardi
| Challenge: | Perspectivist evaluation practices in NLP remain fragmented and inconsistent . |
| Approach: | They propose a framework that evaluates perspectivist models at the individual annotator level and treats annotators and users as distinct entities, consistent with real-world scenarios. |
| Outcome: | The proposed framework evaluates annotators and users as distinct entities consistent with real-world scenarios. |