A trip towards fairness: Bias and de-biasing in large language models L Ranaldi, ES Ruzzetti, D Venditti, D Onorati, FM Zanzotto arXiv preprint arXiv:2305.13862, 2023 | 27 | 2023 |
Lacking the embedding of a word? look it up into a traditional dictionary ES Ruzzetti, L Ranaldi, M Mastromattei, F Fallucchi, FM Zanzotto arXiv preprint arXiv:2109.11763, 2021 | 14 | 2021 |
The dark side of the language: Pre-trained transformers in the darknet L Ranaldi, A Nourbakhsh, A Patrizi, ES Ruzzetti, D Onorati, F Fallucchi, ... arXiv preprint arXiv:2201.05613, 2022 | 13 | 2022 |
PreCog: Exploring the relation between memorization and performance in pre-trained language models L Ranaldi, ES Ruzzetti, FM Zanzotto arXiv preprint arXiv:2305.04673, 2023 | 7 | 2023 |
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, ... arXiv preprint arXiv:2402.08100, 2024 | 5 | 2024 |
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 | 1 | 2023 |
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages E Ruzzetti, F Ranaldi, F Logozzo, M Mastromattei, L Ranaldi, F Zanzotto Findings of the Association for Computational Linguistics: EMNLP 2023, 14447 …, 2023 | 1 | 2023 |
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 arXiv preprint arXiv:2408.05212, 2024 | | 2024 |
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 |
Using Distributional Models for Studying the Influence of School Textbooks in Children Bias ES Ruzzetti, D Venditti, FM Zanzotto, F Fallucchi IEEE Access, 2024 | | 2024 |
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 | | 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 International Conference on Web Intelligence and Intelligent Agent …, 2023 | | 2023 |
Teasing LLMs Adapted to Italian. L Ranaldi, G Pucci, ES Ruzzetti, FM Zanzotto, A Freitas CLiC-it, 2023 | | 2023 |
Prompting LLMs in Italian language for Text-to-SQL translation F Ranaldi, ES Ruzzetti, L Ranaldi, D Venditti, C Giannone, A Favalli, ... Italian Conference on Computational Linguistics 2023, 2023 | | 2023 |
Investigating Gender Bias in Large Language Models for the Italian Language. ES Ruzzetti, D Onorati, L Ranaldi, D Venditti, FM Zanzotto CLiC-it, 2023 | | 2023 |
KERMIT for Sentiment Analysis in Italian Healthcare Reviews L Ranaldi, M Mastromattei, D Onorati, ES Ruzzetti, F Fallucchi, ... CEUR WORKSHOP PROCEEDINGS 3033, 2022 | | 2022 |
KERMIT for Sentiment Analysis in Italian Healthcare Reviews R Leonardo, M Mastromattei, D Onorati, ES Ruzzetti, F Francesca, ... CEUR WORKSHOP PROCEEDINGS, 2022 | | 2022 |