Publications

2026	Uncertainty-Aware Classifier Accuracy Prediction under Prior Probability Shift. Lorenzo Volpi, Alejandro Moreo, and Fabrizio Sebastiani. Proceedings of the 1st International Workshop on Quantification and Classification under Dataset Shift, QCDS 2026, Napoli, Italy, September 7, 2026.
2026	Benchmarking accuracy and bias on encyclopedic knowledge in (vision-)language models. Maria Cassese, Giovanni Puccetti, and Andrea Esuli. Expert Systems with Applications.
2026	Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI. Yuxia Wang, Rui Xing, Jonibek Mansurov, Giovanni Puccetti, Zhuohan Xie, Minh Ngoc Ta, Jiahui Geng, Jinyan Su, Mervat Abassy, Saadeldine Eletter, Kareem Ashraf Elozeiri, Nurkhan Laiyk, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Alexander Aziz, Ryuto Koike, Masahiro Kaneko, Artem Shelmanov, Ekaterina Artemova, Vladislav Mikhailov, Akim Tsvigun, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, and Preslav Nakov. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026.
2026	Gretino: A Greek and Latin Dataset to Benchmark Retrieval Systems in Classical Languages. Hawau Olamide Toyin, Federico Iezzi, Elia Scapini, Giulio Federico, and Giovanni Puccetti. Proceedings of the 15th Language Resources and Evaluation Conference, LREC 2026, Palma de Mallorca, Spain, May 13-15, 2026.
2026	GSM-Identity: Evaluating Mathematical Reasoning in LLMs via Equivalence Transformations. Kajal Negi, Giovanni Puccetti, and Andrea Esuli. Mach. Learn. 115(4).
2026	Misspellings in natural language processing: A survey of recent literature. Gianluca Sperduti and Alejandro Moreo. Natural Language Processing 32(2).
2026	DeSegMa-IT at EVALITA 2026: Overview of the Detection and Segmentation of Machine Generated Texts in Italian. Giovanni Puccetti, Andrea Pedrotti, and Andrea Esuli. Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026).
2025	PSET: a Phonetics-Semantics Evaluation Testbed. Gianluca Sperduti and Dong Nguyen. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP, Suzhou, China, November 4-9, 2025.
2025	How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian. Andrea Pedrotti, Giulia Rambelli, Caterina Villani, and Marianna Bolognesi. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27-31, 2025.
2025	Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors. Andrea Pedrotti, Michele Papucci, Cristiano Ciaccio, Alessio Miaschi, Giovanni Puccetti, Felice Dell'Orletta, and Andrea Esuli. Findings of the Association for Computational Linguistics: ACL 2025.
2025	DIACU: A dataset for the DIAchronic analysis of Church Slavonic. Maria Cassese, Giovanni Puccetti, Marianna Napolitano, and Andrea Esuli. Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025).
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	Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. Luca Moroni, Giovanni Puccetti, Pere-Lluis Huguet Cabot, Andrei Stefan Bejgu, Alessio Miaschi, Edoardo Barba, Felice Dell'Orletta, Andrea Esuli, and Roberto Navigli. Findings of the Association for Computational Linguistics: NAACL 2025.
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. Unknown venue (type=book).