Elena Sofia Ruzzetti

According to our database, Elena Sofia Ruzzetti authored at least 25 papers between 2021 and 2025.

Collaborative distances:

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

2025

MeMo: Towards Language Models with Associative Memory Mechanisms.

Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli

CoRR, February, 2025

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions.

Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto, Sébastien Bratières, Emanuele Rodolà

Trans. Mach. Learn. Res., 2025

Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms.

Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli

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

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models.

Elena Sofia Ruzzetti, Giancarlo A. Xompero, Davide Venditti, Fabio Massimo Zanzotto

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Enhancing Data Privacy in Large Language Models through Private Association Editing.

Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

CoRR, 2024

Using Distributional Models for Studying the Influence of School Textbooks in Children Bias.

Elena Sofia Ruzzetti, Davide Venditti, Fabio Massimo Zanzotto, Francesca Fallucchi

IEEE Access, 2024

A Trip Towards Fairness: Bias and De-Biasing in Large Language Models.

Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages.

Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures.

Elena Sofia Ruzzetti, Federico Ranaldi, Dario Onorati, Davide Venditti, Leonardo Ranaldi, Tommaso Caselli, Fabio Massimo Zanzotto

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

Termite Italian Text-to-SQL: A CALAMITA Challenge.

Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Fabio Massimo Zanzotto, Leonardo Ranaldi

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

The limits of Italian in Reasoning Tasks.

Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto

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

Measuring Bias in Instruction-Following Models with ItaP-AT for the Italian Language.

Dario Onorati, Davide Venditti, Elena Sofia Ruzzetti, Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto

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

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation.

Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences.

Dario Onorati, Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models.

Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

The Dark Side of the Language: Pre-trained Transformers in the DarkNet.

Leonardo Ranaldi, Aria Nourbakhsh, Elena Sofia Ruzzetti, Arianna Patrizi, Dario Onorati, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages.

Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Measuring bias in Instruction-Following models with P-AT.

Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Investigating Gender Bias in Large Language Models for the Italian Language.

Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Davide Venditti, Fabio Massimo Zanzotto

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Prompting LLMs in Italian Language for Text-to-SQL Translation.

Federico Ranaldi, Elena Sofia Ruzzetti, Leonardo Ranaldi, Davide Venditti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Teasing LLMs Adapted to Italian.

Leonardo Ranaldi, Giulia Pucci, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, André Freitas

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

2022

The Dark Side of the Language: Pre-trained Transformers in the DarkNet.

Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Dario Onorati, Francesca Fallucchi, Fabio Massimo Zanzotto

CoRR, 2022

Lacking the Embedding of a Word? Look it up into a Traditional Dictionary.

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto

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

2021

Lacking the embedding of a word? Look it up into a traditional dictionary.

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

CoRR, 2021

KERMIT for Sentiment Analysis in Italian Healthcare Reviews.

Leonardo Ranaldi, Michele Mastromattei, Dario Onorati, Elena Sofia Ruzzetti, Francesca Fallucchi, Fabio Massimo Zanzotto

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021