Giovanni Puccetti

According to our database, Giovanni Puccetti authored at least 32 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

GSM-Identity: Evaluating Mathematical Reasoning in LLMs via Equivalence Transformations.

Kajal Negi, Giovanni Puccetti, Andrea Esuli

Mach. Learn., April, 2026

DeSegMa-IT at EVALITA 2026: Overview of the "Detection and Segmentation of Machine Generated Texts in Italian".

Giovanni Puccetti, Andrea Pedrotti, Andrea Esuli

Proceedings of the 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), 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, Preslav Nakov

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Challenging the Abilities of Large Language Models in Italian: a Community Initiative.

Malvina Nissim, Danilo Croce, Viviana Patti, Pierpaolo Basile, Giuseppe Attanasio, Elio Musacchio, Matteo Rinaldi, Federico Borazio, Maria Francis, Jacopo Gili, Daniel Scalena, Begoña Altuna, Ekhi Azurmendi, Valerio Basile, Luisa Bentivogli, Arianna Bisazza, Marianna Bolognesi, Dominique Brunato, Tommaso Caselli, Silvia Casola, Maria Cassese, Mauro Cettolo, Claudia Collacciani, Leonardo De Cosmo, Maria Pia di Buono, Andrea Esuli, Julen Etxaniz, Chiara Ferrando, Alessia Fidelangeli, Simona Frenda, Achille Fusco, Marco Gaido, Andrea Galassi, Federico Galli, Luca Giordano, Mattia Goffetti, Itziar Gonzalez-Dios, Lorenzo Gregori, Giulia Grundler, Sandro Iannaccone, Chunyang Jiang, Moreno La Quatra, Francesca Lagioia, Soda Marem Lo, Marco Madeddu, Bernardo Magnini, Raffaele Manna, Fabio Mercorio, Paola Merlo, Arianna Muti, Vivi Nastase, Matteo Negri, Dario Onorati, Elena Palmieri, Sara Papi, Lucia C. Passaro, Giulia Pensa, Andrea Piergentili, Daniele Potertì, Giovanni Puccetti, Federico Ranaldi, Leonardo Ranaldi, Andrea Amelio Ravelli, Martina Rosola, Elena Sofia Ruzzetti, Giuseppe Samo, Andrea Santilli, Piera Santin, Gabriele Sarti, Giovanni Sartor, Beatrice Savoldi, Antonio Serino, Andrea Seveso, Lucia Siciliani, Paolo Torroni, Rossella Varvara, Andrea Zaninello, Asya Zanollo, Fabio Massimo Zanzotto, Kamyar Zeinalipour, Andrea Zugarini

CoRR, December, 2025

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, Saad El Dine Ahmed, 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, Preslav Nakov

CoRR, February, 2025

Automatic Extraction of Regesta for Medieval Latin Text Summarization.

Giovanni Puccetti, Laura Righi, Ilaria Sabbatini, Andrea Esuli

ERCIM News, 2025

Digital Transformation in Legal History Through Automatic Machine Learning Annotation.

Giovanni Puccetti, Vincenzo Roberto Imperia, Andrea Esuli

ERCIM News, 2025

Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets.

Marianna Nezhurina, Tomer Porian, Giovanni Puccetti, Tommie Kerssies, Romain Beaumont, Mehdi Cherti, Jenia Jitsev

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation.

Luca Moroni, Giovanni Puccetti, Pere-Lluís Huguet Cabot, Andrei Stefan Bejgu, Alessio Miaschi, Edoardo Barba, Felice Dell'Orletta, Andrea Esuli, Roberto Navigli

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Automatic Annotation of Legal References (Allegationes) in the Liber Extra's Ordinary Gloss.

Andrea Esuli, Vincenzo Roberto Imperia, Giovanni Puccetti

Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, 2025

REVERINO: REgesta generation VERsus latIN summarizatiOn.

Giovanni Puccetti, Laura Righi, Ilaria Sabbatini, Andrea Esuli

Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, 2025

Prompt-based Bias Control in Large Language Models: A Mechanistic Analysis.

Maria Cassese, Giovanni Puccetti, Andrea Esuli

Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence co-located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 2025

GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human.

Yuxia Wang, Artem Shelmanov, Jonibek Mansurov, Akim Tsvigun, Vladislav Mikhailov, Rui Xing, Zhuohan Xie, Jiahui Geng, Giovanni Puccetti, Ekaterina Artemova, Jinyan Su, Minh Ngoc Ta, Mervat Abassy, Kareem Ashraf Elozeiri, Saad El Dine Ahmed El Etter, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Nurkhan Laiyk, Osama Mohammed Afzal, Ryuto Koike, Masahiro Kaneko, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Proceedings of the 31st International Conference on Computational Linguistics, 2025

The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian.

Giovanni Puccetti, Maria Cassese, Andrea Esuli

Proceedings of the 31st International Conference on Computational Linguistics, 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, Andrea Esuli

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual 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, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Dataset, April, 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, Thomas Arnold, Chenxi Whitehouse, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, 2024

The Invalsi Benchmark: measuring Language Models Mathematical and Language understanding in Italian.

Andrea Esuli, Giovanni Puccetti

CoRR, 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 Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

CoRR, 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, Thomas Arnold

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

You Write like a GPT.

Andrea Esuli, Fabrizio Falchi, Marco Malvaldi, Giovanni Puccetti

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

ABRICOT - ABstRactness and Inclusiveness in COntexT: A CALAMITA Challenge.

Giovanni Puccetti, Claudia Collacciani, Andrea Amelio Ravelli, Andrea Esuli, Marianna Bolognesi

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

INVALSI - Mathematical and Language Understanding in Italian: A CALAMITA Challenge.

Giovanni Puccetti, Maria Cassese, Andrea Esuli

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 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, Preslav Nakov

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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, Andrea Esuli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Unveiling the inventive process from patents by extracting problems, solutions and advantages with natural language processing.

Vito Giordano, Giovanni Puccetti, Filippo Chiarello, Tommaso Pavanello, Gualtiero Fantoni

Expert Syst. Appl., November, 2023

AIMH at MULTI-Fake-DetectIVE: System Report (short paper).

Giovanni Puccetti, Andrea Esuli

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

2022

Outliers Dimensions that Disrupt Transformers Are Driven by Frequency.

Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta

CoRR, 2022

Outlier Dimensions that Disrupt Transformers are Driven by Frequency.

Giovanni Puccetti, Anna Rogers, Aleksandr Drozd, Felice Dell'Orletta

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

A simple and fast method for Named Entity context extraction from patents.

Giovanni Puccetti, Filippo Chiarello, Gualtiero Fantoni

Expert Syst. Appl., 2021

How Do BERT Embeddings Organize Linguistic Knowledge?

Giovanni Puccetti, Alessio Miaschi, Felice Dell'Orletta

Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021

2020

B4DS @ PRELEARN: Ensemble Method for Prerequisite Learning (short paper).

Giovanni Puccetti, Luis Bolanos, Filippo Chiarello, Gualtiero Fantoni

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020