KERMIT for Sentiment Analysis in Italian Healthcare Reviews. - Leonardo Ranaldi; Michele Mastromattei; Dario Onorati; Elena Sofia Ruzzetti; Francesca Fallucchi; Fabio Massimo Zanzotto (CLiC-it, 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)

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 (ACL (Findings), 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)

Teasing LLMs Adapted to Italian. - Leonardo Ranaldi; Giulia Pucci; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto; André Freitas (CLiC-it, 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 (CLiC-it, 2023)

Investigating Gender Bias in Large Language Models for the Italian Language. - Elena Sofia Ruzzetti; Dario Onorati; Leonardo Ranaldi; Davide Venditti; Fabio Massimo Zanzotto (CLiC-it, 2023)

Measuring bias in Instruction-Following models with P-AT. - Dario Onorati; Elena Sofia Ruzzetti; Davide Venditti; Leonardo Ranaldi; Fabio Massimo Zanzotto (EMNLP (Findings), 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 (EMNLP (Findings), 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 (RANLP, 2023)

PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. - Leonardo Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (RANLP, 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 (WI/IAT, 2023)

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 (ACL (Findings), 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 (CLiC-it, 2024)

The limits of Italian in Reasoning Tasks. - Leonardo Ranaldi; Giulia Pucci; Federico Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (CLiC-it, 2024)

Termite Italian Text-to-SQL: A CALAMITA Challenge. - Federico Ranaldi; Elena Sofia Ruzzetti; Dario Onorati; Fabio Massimo Zanzotto; Leonardo Ranaldi (CLiC-it, 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 (CLiC-it, 2024)

A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. - Leonardo Ranaldi; Giulia Pucci; Federico Ranaldi; Elena Sofia Ruzzetti; Fabio Massimo Zanzotto (NAACL-HLT (Findings), 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 (*SEM@NAACL, 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)

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)

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 (ACL (1), 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 (ACL (Findings), 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)

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, 2025)