A Trip Towards Fairness: Bias and De-Biasing in Large Language Models L Ranaldi, ES Ruzzetti, D Venditti, D Onorati, FM Zanzotto *SEM, 372–384, 2023 | 40 | 2023 |
The Dark Side of the Language: Pre-trained Transformers in the DarkNet L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, D Onorati, F Fallucchi, ... Proceedings of the 14th International Conference on Recent Advances in …, 2023 | 22 | 2023 |
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ES Ruzzetti, L Ranaldi, M Mastromattei, F Fallucchi, FM Zanzotto Findings of the Association for Computational Linguistics: ACL 2022, 2651–2662, 2022 | 17 | 2022 |
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models L Ranaldi, ES Ruzzetti, FM Zanzotto Proceedings of the 14th International Conference on Recent Advances in …, 2023 | 14 | 2023 |
A tree-of-thoughts to broaden multi-step reasoning across languages L Ranaldi, G Pucci, F Ranaldi, ES Ruzzetti, FM Zanzotto Findings of the Association for Computational Linguistics: NAACL 2024, 1229-1241, 2024 | 10 | 2024 |
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation F Ranaldi, ES Ruzzetti, D Onorati, L Ranaldi, C Giannone, A Favalli, ... Findings of the Association for Computational Linguistics: ACL 2024, 13909–13920, 2024 | 10 | 2024 |
Empowering multi-step reasoning across languages via tree-of-thoughts L Ranaldi, G Pucci, F Ranaldi, ES Ruzzetti, FM Zanzotto Findings of the Association for Computational Linguistics: NAACL 2024, 1229 …, 2024 | 8 | 2024 |
Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions M Miranda, ES Ruzzetti, A Santilli, FM Zanzotto, S Bratières, E Rodolà Transactions on Machine Learning Research, 2025 | 7 | 2025 |
Exploring linguistic properties of monolingual BERTs with typological classification among languages ES Ruzzetti, F Ranaldi, F Logozzo, M Mastromattei, L Ranaldi, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 14447 …, 2023 | 5* | 2023 |
Measuring bias in Instruction-Following models with P-AT D Onorati, RE Sofia, V Davide, R Leonardo, ZF Massimo Findings of the Association for Computational Linguistics: EMNLP 2023, 8006-8034, 2023 | 5 | 2023 |
Termite Italian Text-to-SQL: A CALAMITA Challenge F Ranaldi, ES Ruzzetti, D Onorati, FM Zanzotto, L Ranaldi Proceedings of the 10th Italian Conference on Computational Linguistics …, 2024 | 1 | 2024 |
Using distributional models for studying the influence of school textbooks in children bias ES Ruzzetti, D Venditti, FM Zanzotto, F Fallucchi IEEE Access, 2024 | 1 | 2024 |
Investigating Gender Bias in Large Language Models for the Italian Language ES Ruzzetti, D Onorati, L Ranaldi, D Venditti, FM Zanzotto CLiC-it 2023: 9th Italian Conference on Computational Linguistics 3596, 2023 | 1 | 2023 |
MeMo: Towards Language Models with Associative Memory Mechanisms FM Zanzotto, ES Ruzzetti, GA Xompero, L Ranaldi, D Venditti, F Ranaldi, ... arXiv preprint arXiv:2502.12851, 2025 | | 2025 |
MeMo: Towards Language Models with Associative Memory Mechanisms F Massimo Zanzotto, ES Ruzzetti, GA Xompero, L Ranaldi, D Venditti, ... arXiv e-prints, arXiv: 2502.12851, 2025 | | 2025 |
Enhancing Data Privacy in Large Language Models through Private Association Editing D Venditti, ES Ruzzetti, GA Xompero, C Giannone, A Favalli, ... arXiv preprint arXiv:2406.18221, 2024 | | 2024 |
The limits of Italian in Reasoning Tasks L Ranaldi, F Ranaldi, G Pucci, ES Ruzzetti, FM Zanzotto | | 2024 |
Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures ES Ruzzetti, F Ranaldi, D Onorati, D Venditti, L Ranaldi, T Caselli, ... CLiC-it 2024: Tenth Italian Conference on Computational Linguistics,, 2024 | | 2024 |
Measuring bias in Instruction-Following models with ItaP-AT for the Italian Language D Onorati, D Venditti, ES Ruzzetti, F Ranaldi, L Ranaldi, FM Zanzotto | | 2024 |
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences D Onorati, L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, ... 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent …, 2023 | | 2023 |