Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach. - Fabio Massimo Zanzotto; Gioele Minardi; Dario Onorati; Gabriele Cocino; Andrea Formichetti (NL4AI@AI*IA, 2017)

Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. - Fabio Massimo Zanzotto; Dario Onorati; Pierfrancesco Tommasino; Andrea Santilli; Leonardo Ranaldi; Francesca Fallucchi (XAI.it@AI*IA, 2020)

KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. - Fabio Massimo Zanzotto; Andrea Santilli; Leonardo Ranaldi; Dario Onorati; Pierfrancesco Tommasino; Francesca Fallucchi (EMNLP (1), 2020)

Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. - Dario Onorati; Pierfrancesco Tommasino; Leonardo Ranaldi; Francesca Fallucchi; Fabio Massimo Zanzotto (Future Internet, 2020)

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)

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)

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)

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)

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)

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 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)