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Ivano Lauriola
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Year
An introduction to deep learning in natural language processing: Models, techniques, and tools
I Lauriola, A Lavelli, F Aiolli
Neurocomputing 470, 443-456, 2022
3042022
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
422020
Pre-trained transformers: an empirical comparison
S Casola, I Lauriola, A Lavelli
Machine Learning with Applications 9, 100334, 2022
312022
DecOp: A multilingual and multi-domain corpus for detecting deception in typed text
P Capuozzo, I Lauriola, C Strapparava, F Aiolli, G Sartori
Proceedings of the 12th language resources and evaluation conference 12 …, 2020
232020
Mklpy: a python-based framework for multiple kernel learning
I Lauriola, F Aiolli
arXiv preprint arXiv:2007.09982, 2020
212020
Radius-margin ratio optimization for dot-product boolean kernel learning
I Lauriola, M Polato, F Aiolli
Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017
212017
Psychiatric disorders classification with 3D convolutional neural networks
S Campese, I Lauriola, C Scarpazza, G Sartori, F Aiolli
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
192020
Answer sentence selection using local and global context in transformer models
I Lauriola, A Moschitti
European Conference on Information Retrieval, 298-312, 2021
182021
Do people believe in artificial intelligence? A cross-topic multicultural study
A Kolasinska, I Lauriola, G Quadrio
Proceedings of the 5th EAI International Conference on Smart Objects and …, 2019
122019
A novel boolean kernels family for categorical data
M Polato, I Lauriola, F Aiolli
Entropy 20 (6), 444, 2018
112018
The minimum effort maximum output principle applied to multiple kernel learning
I Lauriola, M Polato, F Aiolli
Preceedings of the 26th European Symposium on Artificial Neural Networks …, 2018
92018
A heuristic for multi-attribute vehicle routing problems in express freight transportation
L De Giovanni, N Gastaldon, I Lauriola, F Sottovia
Optimization and Decision Science: Methodologies and Applications: ODS …, 2017
82017
Learning Representations for Biomedical Named Entity Recognition
I Lauriola, R Sella, F Aiolli, A Lavelli, F Rinaldi
2nd workshop on Natural Language for Artificial Intelligence (NL4AI 2018), 83-94, 2018
72018
Fast Hyperparameter Selection for Graph kernels via Subsampling and Multiple Kernel Learning
M Donini, N Navarin, I Lauriola, F Aiolli, F Costa
Proceedings of the 25th European Symposium of Artificial Neural Networks …, 2017
62017
Learning Dot Product Polynomials for multiclass problems
I Lauriola, M Donini, F Aiolli
Proceedings of the 25th European Symposium of Artificial Neural Networks …, 2017
62017
FocusQA: Open-domain question answering with a context in focus
G Barlacchi, I Lauriola, A Moschitti, M Del Tredici, X Shen, T Vu, B Byrne, ...
Findings of the Association for Computational Linguistics: EMNLP 2022, 5195-5208, 2022
42022
Classification of categorical data in the feature space of monotone dnfs
M Polato, I Lauriola, F Aiolli
Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017
42017
Accurate training of web-based question answering systems with feedback from ranked users
L Wang, I Lauriola, A Moschitti
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
32023
Learning adaptive representations for entity recognition in the biomedical domain
I Lauriola, F Aiolli, A Lavelli, F Rinaldi
Journal of biomedical semantics 12 (1), 10, 2021
32021
Automatic detection of cross-language verbal deception
P Capuozzo, I Lauriola, C Strapparava, F Aiolli, G Sartori
42nd Annual Conference of the Cognitive Science Society (CogSci'20), 1756-1762, 2020
32020
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Articles 1–20