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2020 – today
- 2025
[j8]Leonardo Ranaldi
:
Survey on the Role of Mechanistic Interpretability in Generative AI. Big Data Cogn. Comput. 9(8): 193 (2025)- [j7]Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto:
Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy. Trans. Mach. Learn. Res. 2025 (2025) - [c39]Leonardo Ranaldi, Federico Ranaldi, Giulia Pucci:
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training. ACL (1) 2025: 8220-8234 - [c38]Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli:
Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms. ACL (Findings) 2025: 15169-15180 - [c37]Leonardo Ranaldi, Marco Valentino, André Freitas:
Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions. ACL (1) 2025: 17222-17240 - [c36]Leonardo Ranaldi, Giulia Pucci:
Exploring Backward Reasoning in Large Language Models. NAACL (Findings) 2025: 6571-6586 - [c35]Leonardo Ranaldi, Barry Haddow, Alexandra Birch:
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning. NAACL (Findings) 2025: 7369-7396 - [c34]Leonardo Ranaldi, Marco Valentino, André Freitas:
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations. NAACL (Long Papers) 2025: 11168-11183 - [c33]Leonardo Ranaldi, Giulia Pucci:
Multilingual Reasoning via Self-training. NAACL (Long Papers) 2025: 11566-11582 - [i18]Leonardo Ranaldi, Marco Valentino, Alexander Polonsky, André Freitas:
Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions. CoRR abs/2502.12616 (2025) - [i17]Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli:
MeMo: Towards Language Models with Associative Memory Mechanisms. CoRR abs/2502.12851 (2025) - [i16]Leonardo Ranaldi, Barry Haddow, Alexandra Birch:
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task. CoRR abs/2504.03616 (2025) - [i15]Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, Barry Haddow, Alexandra Birch:
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations. CoRR abs/2504.04771 (2025) - [i14]Federico Ranaldi, Andrea Zugarini, Leonardo Ranaldi, Fabio Massimo Zanzotto:
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs. CoRR abs/2505.15501 (2025) - [i13]Maël Jullien, Marco Valentino, Leonardo Ranaldi, André Freitas:
Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies. CoRR abs/2507.04142 (2025) - 2024
- [c32]Leonardo Ranaldi, Giulia Pucci, André Freitas:
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations. ACL (Findings) 2024: 7961-7973 - [c31]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: 13909-13920 - [c30]Dario Onorati, Davide Venditti, Elena Sofia Ruzzetti, Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto:
Measuring Bias in Instruction-Following Models with ItaP-AT for the Italian Language. CLiC-it 2024 - [c29]Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto:
The limits of Italian in Reasoning Tasks. CLiC-it 2024 - [c28]Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto:
How Far Does the Sequence of Compositions Impact Multilingual Pre-Training? CLiC-it 2024 - [c27]Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Fabio Massimo Zanzotto, Leonardo Ranaldi:
Termite Italian Text-to-SQL: A CALAMITA Challenge. CLiC-it 2024 - [c26]Elena Sofia Ruzzetti, Federico Ranaldi, Dario Onorati, Davide Venditti, Leonardo Ranaldi, Tommaso Caselli, Fabio Massimo Zanzotto:
Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures. CLiC-it 2024 - [c25]Giulia Pucci, Leonardo Ranaldi:
Does the Language Matter? Curriculum Learning over Neo-Latin Languages. LREC/COLING 2024: 5212-5220 - [c24]Leonardo Ranaldi, André Freitas:
Aligning Large and Small Language Models via Chain-of-Thought Reasoning. EACL (1) 2024: 1812-1827 - [c23]Leonardo Ranaldi, André Freitas:
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models. EMNLP 2024: 2325-2347 - [c22]Leonardo Ranaldi, Giulia Pucci, Barry Haddow, Alexandra Birch:
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models. EMNLP 2024: 12171-12187 - [c21]Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto:
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. NAACL-HLT (Findings) 2024: 1229-1241 - [c20]Leonardo Ranaldi, Fabio Massimo Zanzotto:
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems. *SEM@NAACL 2024: 314-325 - [c19]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: 372-384 - [i12]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 abs/2402.08100 (2024) - [i11]Leonardo Ranaldi, André Freitas:
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models. CoRR abs/2405.00402 (2024) - [i10]Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto:
Animate, or Inanimate, That is the Question for Large Language Models. CoRR abs/2408.06332 (2024) - [i9]Leonardo Ranaldi, Marco Valentino, André Freitas:
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations. CoRR abs/2410.22874 (2024) - 2023
- [c18]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 - [c17]Giulia Pucci, Leonardo Ranaldi, Fabio Massimo Zanzotto:
Are All Languages Equal? Curriculum Learning over Different Languages. CLiC-it 2023 - [c16]Leonardo Ranaldi, Giulia Pucci, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, André Freitas:
Teasing LLMs Adapted to Italian. CLiC-it 2023 - [c15]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 - [c14]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 - [c13]Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto:
Measuring bias in Instruction-Following models with P-AT. EMNLP (Findings) 2023: 8006-8034 - [c12]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: 14447-14461 - [c11]Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto:
Modeling Easiness for Training Transformers with Curriculum Learning. RANLP 2023: 937-948 - [c10]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: 949-960 - [c9]Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto:
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. RANLP 2023: 961-967 - [c8]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: 111-118 - [i8]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 abs/2305.02215 (2023) - [i7]Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto:
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. CoRR abs/2305.04673 (2023) - [i6]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 abs/2305.13862 (2023) - [i5]Leonardo Ranaldi, Giulia Pucci, André Freitas:
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations. CoRR abs/2308.14186 (2023) - [i4]Leonardo Ranaldi, Fabio Massimo Zanzotto:
Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts. CoRR abs/2311.08097 (2023) - [i3]Leonardo Ranaldi, Giulia Pucci:
When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour. CoRR abs/2311.09410 (2023) - 2022
- [j6]Leonardo Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto:
Dis-Cover AI Minds to Preserve Human Knowledge. Future Internet 14(1): 10 (2022) - [j5]Leonardo Ranaldi, Federico Ranaldi, Francesca Fallucchi, Fabio Massimo Zanzotto:
Shedding Light on the Dark Web: Authorship Attribution in Radical Forums. Inf. 13(9): 435 (2022) - [j4]Leonardo Ranaldi, Marco Gerardi, Francesca Fallucchi:
CryptoNet: Using Auto-Regressive Multi-Layer Artificial Neural Networks to Predict Financial Time Series. Inf. 13(11): 524 (2022) - [j3]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: e859 (2022) - [c7]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: 2651-2662 - [c6]Leonardo Ranaldi, Michele Petito, Marco Gerardi, Francesca Fallucchid, Fabio Massimo Zanzotto:
Machine Learning Techniques for Italian Phishing Detection. ITASEC 2022: 181-194 - [c5]Leonardo Ranaldi, Aria Nourbakhsh, Francesca Fallucchid, Fabio Massimo Zanzotto:
C-OSINT: COVID-19 Open Source Artificial INTelligence Framework. ITASEC 2022: 219-235 - [i2]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 abs/2201.05613 (2022) - 2021
- [c4]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 - [c3]Leonardo Ranaldi, Francesca Fallucchi, Andrea Santilli, Fabio Massimo Zanzotto:
KERMITviz: Visualizing Neural Network Activations on Syntactic Trees. MTSR 2021: 139-147 - [i1]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 abs/2109.11763 (2021) - 2020
- [j2]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): 218 (2020) - [j1]Leonardo Ranaldi, Fabio Massimo Zanzotto:
Hiding Your Face Is Not Enough: user identity linkage with image recognition. Soc. Netw. Anal. Min. 10(1): 56 (2020) - [c2]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: 112-118 - [c1]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: 256-267
Coauthor Index
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