Lorenzo Bertolini Agnoletto
I am a research fellow (scientific project officer) at the European Commission Joint Research Centre (JRC). My research focuses on explainability and multimodality of AI models for healthcare. Before joining the JRC, I was a postdoc in the Artificial Intelligence Research Group of the University of Sussex, where I also obtained a PhD in Informatics, with a thesis on how LLMs and other machine learning models learn to handle linguistic abilities such as compositionality, generalisation, and inference.
Relevant News
- September 2025: We will be presenting 4 papers at the 11th International Conference on Machine Learning, Optimization, and Data Science - (LOD 2025) with subject varying from text-to-graph to dream analysis (see publication page for titles).
- July 2025: We will present our paper on Task-level XAI for biological sex biases in the medical domain at the Gender Bias in NLP (GeBNLP) workshop at ACL 2025
- July 2025: Our work on conformal prediction for nodule detection has been accepted for publication at COPA 25 conference
- June 2025: Our work Dreams are more “predictable” than you think has been accepted for publication.
- May 2024: Our work On Constructing Biomedical Text-to-Graph Systems with Large Language Models got accepted for publication at EWCS' KNOWLEDGE GRAPH GENERATION FROM TEXT (TEXT2KG) workshop.
- April 2024: Invited talk at the CBS Research Seminar of The Hong Kong Polytechnic University, titled "Field of dreams: applying NLP to automatize dream content analysis"
- Junary 2024: Our work Automatic Annotation of Dream Report’s Emotional Content with Large Language Models got accepted for publication at EACL 2024 Computational Linguistics and Clinical Psychology workshop.
- September 2023: I joined the European Commission Joint Research Centre (JRC) as a research fellow in AI for health.
- May 2023: DReAMy has been updated to version 1.5 🥳! Check out the Git repo for Colab/notebook tutorials, and the Twitter post for a quick summary of the new features.