Fairness

Exploring Subgroup Performance in End-to-End Speech Models
End-to-End Spoken Language Understanding models are generally evaluated according to their overall accuracy, or separately on (a priori …
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
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Exploring Subgroup Performance in End-to-End Speech Models
EvalRS: a Rounded Evaluation of Recommender Systems
Much of the complexity of Recommender Systems (RSs) comes from the fact that they are used as part of more complex applications and …
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P Moreira, Patrick John Chia
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EvalRS: a Rounded Evaluation of Recommender Systems