Leonardo Ranaldi

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Exploring Backward Reasoning in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning.

[BibT_eX]

[DOI]

Barry Haddow

Alexandra Birch

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions.

[BibT_eX]

[DOI]

Marco Valentino

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training.

[BibT_eX]

[DOI]

Federico Ranaldi

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations.

[BibT_eX]

[DOI]

Marco Valentino

CoRR, 2024

Animate, or Inanimate, That is the Question for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Empowering Multi-step Reasoning across Languages via Program-Aided Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

[BibT_eX]

[DOI]

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

Does the Language Matter? Curriculum Learning over Neo-Latin Languages.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Assessing the Asymmetric Behaviour of Italian Large Language Models across Different Syntactic Structures.

[BibT_eX]

[DOI]

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

Termite Italian Text-to-SQL: A CALAMITA Challenge.

[BibT_eX]

[DOI]

Federico Ranaldi

Elena Sofia Ruzzetti

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

How Far Does the Sequence of Compositions Impact Multilingual Pre-Training?

[BibT_eX]

[DOI]

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

The limits of Italian in Reasoning Tasks.

[BibT_eX]

[DOI]

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

Measuring Bias in Instruction-Following Models with ItaP-AT for the Italian Language.

[BibT_eX]

[DOI]

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Elena Sofia Ruzzetti

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Modeling Easiness for Training Transformers with Curriculum Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Measuring bias in Instruction-Following models with P-AT.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Investigating Gender Bias in Large Language Models for the Italian Language.

[BibT_eX]

[DOI]

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

Prompting LLMs in Italian Language for Text-to-SQL Translation.

[BibT_eX]

[DOI]

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

Teasing LLMs Adapted to Italian.

[BibT_eX]

[DOI]

Elena Sofia Ruzzetti

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

Are All Languages Equal? Curriculum Learning over Different Languages.

[BibT_eX]

[DOI]

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

Legal Summarization: to Each Court its Own Model.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Michele Mastromattei

PeerJ Comput. Sci., 2022

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

[BibT_eX]

[DOI]

Federico Ranaldi

Inf., 2022

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

[BibT_eX]

[DOI]

Marco Gerardi

Inf., 2022

Dis-Cover AI Minds to Preserve Human Knowledge.

[BibT_eX]

[DOI]

Future Internet, 2022

The Dark Side of the Language: Pre-trained Transformers in the DarkNet.

[BibT_eX]

[DOI]

CoRR, 2022

Machine Learning Techniques for Italian Phishing Detection.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Aria Nourbakhsh

Francesca Fallucchid

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

Lacking the Embedding of a Word? Look it up into a Traditional Dictionary.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

KERMITviz: Visualizing Neural Network Activations on Syntactic Trees.

[BibT_eX]

[DOI]

Andrea Santilli

Proceedings of the Metadata and Semantic Research - 15th International Conference, 2021

KERMIT for Sentiment Analysis in Italian Healthcare Reviews.

[BibT_eX]

[DOI]

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

2020

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

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2020

Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks.

[BibT_eX]

[DOI]

Pierfrancesco Tommasino

Future Internet, 2020

KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations.

[BibT_eX]

[DOI]

Andrea Santilli

Pierfrancesco Tommasino

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.

[BibT_eX]

[DOI]

Pierfrancesco Tommasino

Andrea Santilli