Leonardo Ranaldi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 41

Top Topics

Speech Recognizer

Human Knowledge

Top Venues

Publications

Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation. ACL (Findings) (2024)
Leonardo Ranaldi, André Freitas
Aligning Large and Small Language Models via Chain-of-Thought Reasoning. EACL (1) (2024)
Giulia Pucci, Leonardo Ranaldi
Does the Language Matter? Curriculum Learning over Neo-Latin Languages. LREC/COLING (2024)
Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation. CoRR (2024)
Leonardo Ranaldi, Fabio Massimo Zanzotto
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. *SEM@NAACL (2024)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. *SEM@NAACL (2024)
Leonardo Ranaldi, Giulia Pucci, André Freitas
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations. ACL (Findings) (2024)
Leonardo Ranaldi, André Freitas
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models. CoRR (2024)
Leonardo Ranaldi, Giulia Pucci
When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour. CoRR (2023)
Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. EMNLP (Findings) (2023)
Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Davide Venditti, Fabio Massimo Zanzotto
Investigating Gender Bias in Large Language Models for the Italian Language. CLiC-it (2023)
Leonardo Ranaldi, Giulia Pucci, Andre Freitas
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations. CoRR (2023)
Giulia Pucci, Leonardo Ranaldi, Fabio Massimo Zanzotto
Are All Languages Equal? Curriculum Learning over Different Languages. CLiC-it (2023)
Leonardo Ranaldi, Fabio Massimo Zanzotto
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts. CoRR (2023)
Leonardo Ranaldi, Aria Nourbakhsh, Elena Sofia Ruzzetti, Arianna Patrizi, Dario Onorati, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Pre-trained Transformers in the DarkNet. RANLP (2023)
Federico Ranaldi, Elena Sofia Ruzzetti, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages. CoRR (2023)
Leonardo Ranaldi, Fabio Massimo Zanzotto
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. CoRR (2023)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. RANLP (2023)
Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto
Modeling Easiness for Training Transformers with Curriculum Learning. RANLP (2023)
Flavia Achena, David Preti, Davide Venditti, Leonardo Ranaldi, Cristina Giannone, Fabio Massimo Zanzotto, Andrea Favalli, Raniero Romagnoli
Legal Summarization: to Each Court its Own Model. CLiC-it (2023)
Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto
Measuring bias in Instruction-Following models with P-AT. EMNLP (Findings) (2023)
Federico Ranaldi, Elena Sofia Ruzzetti, Leonardo Ranaldi, Davide Venditti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto
Prompting LLMs in Italian Language for Text-to-SQL Translation. CLiC-it (2023)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. CoRR (2023)
Dario Onorati, Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences. WI/IAT (2023)
Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models. CoRR (2023)
Leonardo Ranaldi, Giulia Pucci, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, André Freitas
Teasing LLMs Adapted to Italian. CLiC-it (2023)
Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Dis-Cover AI Minds to Preserve Human Knowledge. Future Internet 14 (1) (2022)
Leonardo Ranaldi, Aria Nourbakhsh, Arianna Patrizi, Elena Sofia Ruzzetti, Dario Onorati, Francesca Fallucchi, Fabio Massimo Zanzotto
The Dark Side of the Language: Pre-trained Transformers in the DarkNet. CoRR (2022)
Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary. ACL (Findings) (2022)
Leonardo Ranaldi, Michele Petito, Marco Gerardi, Francesca Fallucchid, Fabio Massimo Zanzotto
Machine Learning Techniques for Italian Phishing Detection. ITASEC (2022)
Leonardo Ranaldi, Aria Nourbakhsh, Francesca Fallucchid, Fabio Massimo Zanzotto
C-OSINT: COVID-19 Open Source Artificial INTelligence Framework. ITASEC (2022)
Leonardo Ranaldi, Federico Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Shedding Light on the Dark Web: Authorship Attribution in Radical Forums. Inf. 13 (9) (2022)
Leonardo Ranaldi, Marco Gerardi, Francesca Fallucchi
CryptoNet: Using Auto-Regressive Multi-Layer Artificial Neural Networks to Predict Financial Time Series. Inf. 13 (11) (2022)
Michele Mastromattei, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled. PeerJ Comput. Sci. 8 (2022)
Leonardo Ranaldi, Michele Mastromattei, Dario Onorati, Elena Sofia Ruzzetti, Francesca Fallucchi, Fabio Massimo Zanzotto
KERMIT for Sentiment Analysis in Italian Healthcare Reviews. CLiC-it (2021)
Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto
Lacking the embedding of a word? Look it up into a traditional dictionary. CoRR (2021)
Leonardo Ranaldi, Francesca Fallucchi, Andrea Santilli, Fabio Massimo Zanzotto
KERMITviz: Visualizing Neural Network Activations on Syntactic Trees. MTSR (2021)
Leonardo Ranaldi, Fabio Massimo Zanzotto
Hiding Your Face Is Not Enough: user identity linkage with image recognition. Soc. Netw. Anal. Min. 10 (1) (2020)
Fabio Massimo Zanzotto, Dario Onorati, Pierfrancesco Tommasino, Andrea Santilli, Leonardo Ranaldi, Francesca Fallucchi
Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. XAI.it@AI*IA (2020)
Dario Onorati, Pierfrancesco Tommasino, Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto
Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. Future Internet 12 (12) (2020)
Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. EMNLP (1) (2020)