Leonardo Ranaldi

According to our database, Leonardo Ranaldi authored at least 33 papers between 2020 and 2024.

Collaborative distances:

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

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

CoRR, 2024

Aligning Large and Small Language Models via Chain-of-Thought Reasoning.

Leonardo Ranaldi, André Freitas

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour.

Leonardo Ranaldi, Giulia Pucci

CoRR, 2023

Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts.

Leonardo Ranaldi, Fabio Massimo Zanzotto

CoRR, 2023

HANS, are you clever? Clever Hans Effect Analysis of Neural Systems.

Leonardo Ranaldi, Fabio Massimo Zanzotto

CoRR, 2023

Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations.

Leonardo Ranaldi, Giulia Pucci, André Freitas

CoRR, 2023

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

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

CoRR, 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

Modeling Easiness for Training Transformers with Curriculum Learning.

Leonardo Ranaldi, Giulia Pucci, 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

Are All Languages Equal? Curriculum Learning over Different Languages.

Giulia Pucci, Leonardo Ranaldi, Fabio Massimo Zanzotto

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

Legal Summarization: to Each Court its Own Model.

Flavia Achena, David Preti, Davide Venditti, Leonardo Ranaldi, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli

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

2022

Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled.

Michele Mastromattei, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto

PeerJ Comput. Sci., 2022

Shedding Light on the Dark Web: Authorship Attribution in Radical Forums.

Leonardo Ranaldi, Federico Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto

Inf., 2022

CryptoNet: Using Auto-Regressive Multi-Layer Artificial Neural Networks to Predict Financial Time Series.

Leonardo Ranaldi, Marco Gerardi, Francesca Fallucchi

Inf., 2022

Dis-Cover AI Minds to Preserve Human Knowledge.

Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto

Future Internet, 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

Machine Learning Techniques for Italian Phishing Detection.

Leonardo Ranaldi, Michele Petito, Marco Gerardi, Francesca Fallucchid, Fabio Massimo Zanzotto

Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022

C-OSINT: COVID-19 Open Source Artificial INTelligence Framework.

Leonardo Ranaldi, Aria Nourbakhsh, Francesca Fallucchid, Fabio Massimo Zanzotto

Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 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

KERMITviz: Visualizing Neural Network Activations on Syntactic Trees.

Leonardo Ranaldi, Francesca Fallucchi, Andrea Santilli, Fabio Massimo Zanzotto

Proceedings of the Metadata and Semantic Research - 15th International Conference, 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

Hiding Your Face Is Not Enough: user identity linkage with image recognition.

Leonardo Ranaldi, Fabio Massimo Zanzotto

Soc. Netw. Anal. Min., 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