Article-Journal

Boosting court judgment prediction and explanation using legal entities

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis

Intersectional fair ranking via subgroup divergence

Eliana Pastor, Francesco Bonchi

Towards Comprehensive Subgroup Performance Analysis in Speech Models

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti

Concept-based explainable artificial intelligence: A survey

Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis

Explaining speech classification models via word-level audio segments and paralinguistic features

Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis

ITALIC: An Italian Intent Classification Dataset

Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case

Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico

ferret: a Framework for Benchmarking Explainers on Transformers

Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza

Semantic image collection summarization with frequent subgraph mining

Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis

Dissecting a data-driven prognostic pipeline: A powertrain use case

Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico