Dario Onorati

According to our database, Dario Onorati authored at least 12 papers between 2017 and 2024.

Collaborative distances:

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

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

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

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

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

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

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

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: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations.

Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020

2017

Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach.

Fabio Massimo Zanzotto, Gioele Minardi, Dario Onorati, Gabriele Cocino, Andrea Formichetti

Proceedings of the 1st Workshop on Natural Language for Artificial Intelligence co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), Bari, Italy, November 16th - to, 2017