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Squeeze and Learn: Compressing Long Sequences with Fourier Transformers for Gene Expression Prediction
Genes regulate fundamental processes in living cells, such as the synthesis of proteins or other functional molecules. Studying gene …
Vittorio Pipoli, Giuseppe Attanasio, Marta Lovino, Elisa Ficarra
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Squeeze and Learn: Compressing Long Sequences with Fourier Transformers for Gene Expression Prediction
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
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training
Language is constantly changing and evolving, leaving language models to quickly become outdated, both factually and linguistically. …
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy
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Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training
ferret: a Framework for Benchmarking Explainers on Transformers
Many interpretability tools allow practitioners and researchers to explain Natural Language Processing systems. However, each tool …
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza
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ferret: a Framework for Benchmarking Explainers on Transformers
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