Publications

2025
Quantification using permutation-invariant networks based on histograms.
Olaya Perez Mon, Alejandro Moreo, Juan Jose Coz, and Pablo Gonzalez.
Neural Computing and Applications. 37(5).
2025
Kernel density estimation for multiclass quantification.
Alejandro Moreo, Pablo Gonzalez, and Juan Jose Coz.
Machine Learning. 114(4).
2025
REVERINO: REgesta generation VERsus latIN summarizatiOn.
Giovanni Puccetti, Laura Righi, Ilaria Sabbatini, and Andrea Esuli.
Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, Udine, Italy, February 20-21, 2025.
2025
Automatic Annotation of Legal References (Allegationes) in the Liber Extra's Ordinary Gloss.
Andrea Esuli, Vincenzo Roberto Imperia, and Giovanni Puccetti.
Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, Udine, Italy, February 20-21, 2025.
2025
The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian.
Giovanni Puccetti, Maria Cassese, and Andrea Esuli.
Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025.
2024
INVALSI - Mathematical and Language Understanding in Italian: A CALAMITA Challenge.
Giovanni Puccetti, Maria Cassese, and Andrea Esuli.
Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024.
2024
ABRICOT - ABstRactness and Inclusiveness in COntexT: A CALAMITA Challenge.
Giovanni Puccetti, Claudia Collacciani, Andrea Amelio Ravelli, Andrea Esuli, and Marianna Bolognesi.
Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024.
2024
You Write like a GPT.
Andrea Esuli, Fabrizio Falchi, Marco Malvaldi, and Giovanni Puccetti.
Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024.
2024
Multimodal Heterogeneous Transfer Learning for Multilingual Image-Text Classification.
Andrea Pedrotti, Alejandro Moreo, and Fabrizio Sebastiani.
Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), Pisa, Italy, 14-16 October 2024.
2024
Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation.
Silvia Corbara and Alejandro Moreo.
IEEE Access.
2024
A Simple Method for Classifier Accuracy Prediction Under Prior Probability Shift.
Lorenzo Volpi, Alejandro Moreo, and Fabrizio Sebastiani.
Discovery Science - 27th International Conference, DS 2024, Pisa, Italy, October 14-16, 2024, Proceedings, Part II.
2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection.
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, and Preslav Nakov.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024.
2024
AI 'News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian.
Giovanni Puccetti, Anna Rogers, Chiara Alzetta, Felice Dell'Orletta, and Andrea Esuli.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024.
2024
Regularization-based methods for ordinal quantification.
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, and Martin Senz.
Data Min. Knowl. Discov. 38(6).
2024
Multi-Label Quantification.
Alejandro Moreo, Manuel Francisco, and Fabrizio Sebastiani.
ACM Transactions on Knowledge Discovery from Data. 18(1).
2024
Same or Different? Diff-Vectors for Authorship Analysis.
Silvia Corbara, Alejandro Moreo, and Fabrizio Sebastiani.
ACM Trans. Knowl. Discov. Data 18(1).
2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection.
Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohammed Afzal, Tarek Mahmoud, Giovanni Puccetti, and Thomas Arnold.
Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval@NAACL 2024, Mexico City, Mexico, June 20-21, 2024.
2024
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models.
Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, and Erkut Erdem.
The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024.
2024
Binary quantification and dataset shift: an experimental investigation.
Pablo Gonzalez, Alejandro Moreo, and Fabrizio Sebastiani.
Data Min. Knowl. Discov. 38(4).
2024
A Noise-Oriented and Redundancy-Aware Instance Selection Framework.
Washington Cunha, Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani, Leonardo Rocha, and Marcos Andre Gonçalves.
ACM Transactions on Information Systems.
2024
Explainable Authorship Identification in Cultural Heritage Applications.
Mattia Setzu, Silvia Corbara, Anna Monreale, Alejandro Moreo, and Fabrizio Sebastiani.
ACM Journal on Computing and Cultural Heritage 17(3).
2023
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification.
Alejandro Moreo, Andrea Pedrotti, and Fabrizio Sebastiani.
ACM Trans. Inf. Syst. 41(2).
2023
Learning to Quantify.
Andrea Esuli, Alessandro Fabris, Alejandro Moreo, and Fabrizio Sebastiani.
Springer Nature.