Bertolini, L., Comte, V., Ceresa, M., Consoli, S. (2026). PreDA: Prefix-Based Dream Reports Annotation with Generative Language Models. In: Nicosia, G., et al. Machine Learning, Optimization, and Data Science. LOD 2025. Lecture Notes in Computer Science, vol 16467 . Springer, Cham. https://doi.org/10.1007/978-3-032-21477-5_13
Bertolini L, Hulsman R, Consoli S, Puertas Gallardo A, Ceresa M. On General and Biomedical Text-to-Graph Large Language Models. Semantic Web: – Interoperability, Usability, Applicability. 2025;17(1). doi:10.1177/22104968251377332
Bertolini L, Consoli S and Weeds J (2025) Dreams are more “predictable” than you think. Front. Sleep 4:1625185. doi: 10.3389/frsle.2025.1625185
Lorenzo Bertolini, Valentin Comte, Victoria Ruiz-Serra, Lia Orfei, and Mario Ceresa. 2025. Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain. In Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP), pages 111–123, Vienna, Austria. Association for Computational Linguistics.
Consoli, S., Coletti, P., Markov, P.V. et al. An epidemiological knowledge graph extracted from the World Health Organization’s Disease Outbreak News. Sci Data 12, 970 (2025). https://doi.org/10.1038/s41597-025-05276-2
Roel Hulsman, Valentin Comte, Lorenzo Bertolini, Tobias Wiesenthal, Antonio Puertas Gallardo, Mario Ceresa Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, PMLR 266:445-463, 2025.
Lorenzo Bertolini, Valentina Elce, Adriana Michalak, Hanna-Sophia Widhoelzl, Giulio Bernardi, and Julie Weeds. 2024. Automatic Annotation of Dream Report’s Emotional Content with Large Language Models. In Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024), pages 92–107, St. Julians, Malta. Association for Computational Linguistics.
Lorenzo Bertolini, Julie Weeds, and David Weir. 2022. Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment. In Proceedings of the 29th International Conference on Computational Linguistics, pages 4084–4100, Gyeongju, Republic of Korea. International Committee on Computational Linguistics.
Lorenzo Bertolini, Julie Weeds, David Weir, and Qiwei Peng. 2021. Representing Syntax and Composition with Geometric Transformations. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3343–3353, Online. Association for Computational Linguistics.
Poster presentation at DreamxEngineering Symposium, MIT Media Lab
Invited talk at CBS Research Seminar, The Hong Kong Polytechnic University
Oral presentation at World Sleep Congress, Rio, Brazil
Invited talk at Sussex Data Science Meet Up, Online
Invited talk at MilaNLP Weekly Seminar, Bocconi University
Invited talk at Sussex Data Science Society, University of Sussex