| 2026 | ACL | Dissecting Clinical Reasoning in Natural Language Inference for Large Language Models. | Mal Jullien, Andr Freitas, Marco Valentino, Leonardo Ranaldi |
| 2026 | ACL | Sounding vs. Being an Expert: Disentangling Authority, Register and Cultural Impact in Sycophantic LLMs. | Gabriele Maraia, Fabio Massimo Zanzotto, Leonardo Ranaldi |
| 2026 | ACL | Evolving Agents. | Leonardo Ranaldi |
| 2026 | ACL | Agentic Oversight via Dialectic Reasoning. | Leonardo Ranaldi, Federico Ranaldi |
| 2026 | ACL | Thinking in Schemas: Robust Syllogistic Reasoning in LLMs. | Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, Shay B. Cohen |
| 2026 | EACL | Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models. | Gabriele Maraia, Leonardo Ranaldi, Marco Valentino, Fabio Massimo Zanzotto |
| 2026 | EACL | Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task. | Leonardo Ranaldi |
| 2026 | EACL | Learning Multilingual Agentic Policy to Control Sycophancy. | Leonardo Ranaldi, Giulia Pucci |
| 2025 | ACL | R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training. | Leonardo Ranaldi, Federico Ranaldi, Giulia Pucci |
| 2025 | ACL | Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions. | Leonardo Ranaldi, Marco Valentino, Andr Freitas |
| 2025 | ACL | Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms. | Fabio Massimo Zanzotto, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Leonardo Ranaldi, Davide Venditti, Federico Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli |
| 2025 | EMNLP | Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent. | Giulia Pucci, Leonardo Ranaldi |
| 2025 | EMNLP | Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations. | Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, Barry Haddow, Alexandra Birch |
| 2025 | NAACL | When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning. | Leonardo Ranaldi, Barry Haddow, Alexandra Birch |
| 2025 | NAACL | Exploring Backward Reasoning in Large Language Models. | Leonardo Ranaldi, Giulia Pucci |
| 2025 | NAACL | Multilingual Reasoning via Self-training. | Leonardo Ranaldi, Giulia Pucci |
| 2025 | NAACL | Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations. | Leonardo Ranaldi, Marco Valentino, Andr Freitas |
| 2024 | ACL | Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations. | Leonardo Ranaldi, Giulia Pucci, Andr Freitas |
| 2024 | ACL | 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 |
| 2024 | COLING | Does the Language Matter? Curriculum Learning over Neo-Latin Languages. | Giulia Pucci, Leonardo Ranaldi |
| 2024 | EACL | Aligning Large and Small Language Models via Chain-of-Thought Reasoning. | Leonardo Ranaldi, Andr Freitas |
| 2024 | EMNLP | Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models. | Leonardo Ranaldi, Andr Freitas |
| 2024 | EMNLP | Empowering Multi-step Reasoning across Languages via Program-Aided Language Models. | Leonardo Ranaldi, Giulia Pucci, Barry Haddow, Alexandra Birch |
| 2024 | NAACL | A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. | Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto |
| 2023 | EMNLP | Measuring bias in Instruction-Following models with P-AT. | Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti, Leonardo Ranaldi, Fabio Massimo Zanzotto |
| 2023 | EMNLP | 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 |
| 2023 | RANLP | 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 |
| 2023 | RANLP | Modeling Easiness for Training Transformers with Curriculum Learning. | Leonardo Ranaldi, Giulia Pucci, Fabio Massimo Zanzotto |
| 2023 | RANLP | PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models. | Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto |
| 2022 | ACL | 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 |
| 2020 | EMNLP | KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. | Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino, Francesca Fallucchi |