LAURIOLA, IVANO
LAURIOLA, IVANO
Università di Padova
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools
2022 Lauriola, I.; Lavelli, A.; Aiolli, F.
Pre-trained transformers: an empirical comparison
2022 Casola, Silvia; Lauriola, Ivano; Lavelli, Alberto
Exploring the structure of BERT through Kernel Learning
2021 Lauriola, I.; Lavelli, A.; Moschitti, A.; Aiolli, F.
Learning adaptive representations for entity recognition in the biomedical domain
2021 Lauriola, I.; Aiolli, F.; Lavelli, A.; Rinaldi, F.
A Preference-Learning Framework for Modeling Relational Data
2020 Lauriola, Ivano; Polato, Mirko; Faggioli, Guglielmo; Aiolli, Fabio
Automatic Detection of Cross-language Verbal Deception
2020 Capuozzo, P.; Lauriola, I.; Strapparava, C.; Aiolli, F.; Sartori, G
DecOp: A Multilingual and Multi-domain Corpus For Detecting Deception In Typed Text
2020 Capuozzo, P.; Lauriola, I.; Strapparava, C.; Aiolli, F.; Sartori, G.
Enhancing deep neural networks via multiple kernel learning
2020 Lauriola, I.; Gallicchio, C.; Aiolli, F.
Exploring the feature space of character-level embeddings
2020 Lauriola, I.; Campese, S.; Lavelli, A.; Rinaldi, F.; Aiolli, F.
Language processing in the era of deep learning
2020 Lauriola, I.; Lavelli, A.; Aiolli, F.
Learning deep kernels in the space of monotone conjunctive polynomials
2020 Lauriola, I.; Polato, M.; Aiolli, F.
Monotone Deep Spectrum Kernels
2020 Lauriola, I.; Aiolli, F.
Psychiatric Disorders Classification with 3D Convolutional Neural Networks
2020 Campese, Stefano; Lauriola, Ivano; Scarpazza, Cristina; Sartori, Giuseppe; Aiolli, Fabio
Do people believe in Artificial Intelligence?: A cross-topic multicultural study
2019 Kolasinska, Agnieszka; Lauriola, Ivano; Quadrio, Giacomo
Evaluation of Tag Clusterings for User Profiling in Movie Recommendation
2019 Faggioli, G.; Polato, M.; Lauriola, I.; Aiolli, F.
Playing the Large Margin Preference Game
2019 Polato, M.; Faggioli, G.; Lauriola, I.; Aiolli, F.
A novel Boolean kernels family for categorical data
2018 Polato, Mirko; Lauriola, Ivano; Aiolli, Fabio
Learning preferences for large scale multi-label problems
2018 Lauriola, Ivano; Polato, Mirko; Lavelli, Alberto; Rinaldi, Fabio; Aiolli, Fabio
Learning representations for biomedical named entity recognition
2018 Lauriola, Ivano; Sella, Riccardo; Aiolli, Fabio; Lavelli, Alberto; Rinaldi, Fabio
The minimum effort maximum output principle applied to Multiple Kernel Learning
2018 Lauriola, Ivano; Polato, Mirko; Aiolli, Fabio