Short bio and links

Short bio and links

Research Fellow in AI for health

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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

publications

Representing Syntax and Composition with Geometric Transformations

Published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2021

Recommended citation: 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.
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Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment

Published in Proceedings of the 29th International Conference on Computational Linguistics, 2022

Recommended citation: 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.
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Automatic Annotation of Dream Report’s Emotional Content with Large Language Models

Published in Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024), 2024

Recommended citation: 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.
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Conformal Risk Control for Pulmonary Nodule Detection

Published in Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

Recommended citation: 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.
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Generative AI Outlook Report

Published in , 2025

Recommended citation: ABENDROTH DIAS, K., ARIAS CABARCOS, P., BACCO, F.M., BASSANI, E., BERTOLETTI, A. et al., Generative AI Outlook Report - Exploring the Intersection of Technology, Society and Policy, NAVAJAS CAWOOD, E., VESPE, M., KOTSEV, A. and VAN BAVEL, R. (editors), Publications Office of the European Union, Luxembourg, 2025, https://data.europa.eu/doi/10.2760/1109679, JRC142598.
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Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain

Published in Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP), 2025

Recommended citation: 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.
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Explainable AI in Cardiovascular Health

Published in , 2025

Recommended citation: BERTOLINI, L., COMTE, V., RUIZ SERRA, V., GIERSCHMANN, L., ORFEI, L. et al., Explainable AI in Cardiovascular Health - Methods, Applications, and Innovations, Publications Office of the European Union, Luxembourg, 2025, https://data.europa.eu/doi/10.2760/4891725, JRC143595.
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On General and Biomedical Text-to-Graph Large Language Models

Published in Semantic Web: – Interoperability, Usability, Applicability, 2025

Recommended citation: 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
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