Highlights

Federico Ruggeri, Eleonora Misino, Arianna Muti, Katerina Korre, Paolo Torroni, Alberto Barrón-Cedeño (2026). Let Guidelines Guide You: A Prescriptive Guideline-Centered Data Annotation Methodology. Transactions of the Association for Computational Linguistics (TACL).

Marco Panarelli, Andrea Galassi, Francesca Lagioia, Rūta Liepiņa, Marco Lippi, Przemysław Pałka, Giovanni Sartor (2025). Is It Worth Using LLMs for Unfair Clause Detection in Terms of Service?. 20th International Conference on Artificial Intelligence and Law (ICAIL).

"Peter Jackson" Award for Best Innovative Application Paper

Eleonora Mancini, Ana Tanevska, Andrea Galassi, Alessio Galatolo, Federico Ruggeri, Paolo Torroni (2025). Promoting the Responsible Development of Speech Datasets for Mental Health and Neurological Disorders Research. Journal of Artificial Intelligence Research.

Andrea Galassi, Francesca Lagioia, Agnieszka Jabłonowska, Marco Lippi (2024). Unfair clause detection in terms of service across multiple languages. Artificial Intelligence and Law.

Eleonora Mancini, Federico Ruggeri, Paolo Torroni (2024). Multimodal Fallacy Classification in Political Debates. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers).

Andrea Galassi, Marco Lippi, Paolo Torroni (2021). Attention in Natural Language Processing. IEEE Transactions on Neural Networks and Learning Systems.

Marco Lippi, Paolo Torroni (2016). MARGOT: A web server for argumentation mining. Expert Systems with Applications.

Journals

Federico Ruggeri, Eleonora Misino, Arianna Muti, Katerina Korre, Paolo Torroni, Alberto Barrón-Cedeño (2026). Let Guidelines Guide You: A Prescriptive Guideline-Centered Data Annotation Methodology. Transactions of the Association for Computational Linguistics (TACL).

Allegra De Filippo, Andrea Galassi, Alessandro Soriani, Giada Trisolini, Federico Baldo, Federico Chesani, Paola Mello, Michela Milano (2025). Improving the Teaching of Artificial Intelligence Through Project-Based Learning on a Board Game. Intelligenza Artificiale.

Eleonora Mancini, Ana Tanevska, Andrea Galassi, Alessio Galatolo, Federico Ruggeri, Paolo Torroni (2025). Promoting the Responsible Development of Speech Datasets for Mental Health and Neurological Disorders Research. Journal of Artificial Intelligence Research.

Andrea Galassi, Francesca Lagioia, Agnieszka Jabłonowska, Marco Lippi (2024). Unfair clause detection in terms of service across multiple languages. Artificial Intelligence and Law.

Eleonora Mancini, Andrea Galassi, Federico Ruggeri, Paolo Torroni (2024). Disruptive situation detection on public transport through speech emotion recognition. Intelligent Systems with Applications.

Conferences

Eleonora Mancini, Joan Serrà, Paolo Torroni, Yuki Mitsufuji (2026). Leveraging Whisper Embeddings for Audio-based Lyrics Matching. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Luca Moroni, Gianmarco Pappacoda, Edoardo Barba, Simone Conia, Andrea Galassi, Bernardo Magnini, Roberto Navigli, Paolo Torroni, Roberto Zanoli (2025). Sustainable Italian LLM Evaluation: Community Perspectives and Methodological Guidelines. Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025).

John Dougrez-Lewis, Mahmud Elahi Akhter, Federico Ruggeri, Sebastian Löbbers, Yulan He, Maria Liakata (2025). Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification. Findings of the Association for Computational Linguistics: ACL 2025.

Federico Ruggeri, Gaetano Signorelli (2025). Interlocking-free Selective Rationalization Through Genetic-based Learning. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Katerina Korre, Arianna Muti, Federico Ruggeri, Alberto Barrón-Cedeño (2025). Untangling Hate Speech Definitions: A Semantic Componential Analysis Across Cultures and Domains. Findings of the Association for Computational Linguistics: NAACL 2025.

Workshops

Nicolò Donati, Paolo Torroni, Giuseppe Savino (2025). Do Large Language Models understand how to be judges?. Proceedings of the 2nd LUHME Workshop.

Eleonora Mancini, Federico Ruggeri, Serena Villata, Paolo Torroni (2025). Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates. Proceedings of the 12th Argument mining Workshop.

Francesco Alfieri, Giulia Grundler, Francesca Galloni, Rūta Liepiņa, Francesca Lagioia, Andrea Galassi, Paolo Torroni (2025). Dynamic Demonstrations Selection for Few-Shot Legal Argument Mining. Proceedings of the First Argument Mining and Empirical Legal Research Workshop (AMELR 2025).

Eleonora Mancini, Francesco Paissan, Paolo Torroni, Mirco Ravanelli, Cem Subakan (2025). Investigating the effectiveness of explainability methods in Parkinson’s detection from speech. 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW).

Katerina Korre, Federico Ruggeri, Alberto Barrón-Cedeño (2024). A Grice-ful Examination of Offensive Language: Using NLP Methods to Assess the Co-operative Principle. Proceedings of the First LUHME Workshop.

Preprints

Annisaa Fitri Nurfidausi, Eleonora Mancini, Paolo Torroni (2025). TRI-DEP: A Trimodal Comparative Study for Depression Detection Using Speech, Text, and EEG.

Federico Ruggeri, Marco Lippi, Paolo Torroni (2021). Combining Transformers with Natural Language Explanations. arXiv.

Federico Ruggeri, Marco Lippi, Paolo Torroni (2021). Tree-Constrained Graph Neural Networks For Argument Mining. arXiv.