PreDA: Prefix-Based Dream Reports Annotation with Generative Language Models; Bertolini L., Comte V., Ceresa M., Consoli S., to appear in Proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science - LOD 2025
An Interactive Dashboard for Exploring Patient-Reported Drug-Condition Relations; Zavarella, V. Bertolini L., Consoli S., Fenu G., Reforgiato Recupero D., Zani A., to appear in Proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science - LOD 2025
Semantic Services for Knowledge Graphs Exploration in Event-Based Epidemic Surveillance; Consoli S., Coletti P., Markov P., Orfei L., Biazzo I., Schuh L., Stefanovitch N., Bertolini L., Ceresa M., Stilianakis N. I., to appear in Proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science - LOD 2025
Assessing Large Language Models Reliability in Relation Extraction: An Analysis on Text Processing and Prompting; García S., Consoli S., Bertolini L., Ceresa M., Acosta M., to appear in Proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science - LOD 2025
LLM-Powered Knowledge Graph of Causal Relations in Drug Reviews., Zavarella V., Bertolini L., Consoli S., Fenu G., Reforgiato Recupero D., Zani A., in Proceedings of the Fourth International Workshop on LLM-Integrated Knowledge Graph Generation From Text(TEXT2KG) and the Second International BiKE Challenge
co-located with the Extended Semantic Web Conference (ESWC 2025)
Conformal risk control for pulmonary nodule detection, Hulsman R, Comte V., Bertolini L., Wiesenthal T., Puertas Gallardo A., and Ceresa M., in Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, PMLR
On Constructing Biomedical Text-to-Graph Systems with Large Language Models, Bertolini, L., Hulsman, R., Consoli S., Puertas-Gallardo A. Ceresa M., In joint proceedings of the 3rd International workshop one knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference (ESWC 2024)
Data Augmentation for Hypernymy Detection, Kober T., Weeds J., Bertolini L., Weir D., In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
Presentations and invited talks
2024
Invited talk: Field of dreams: applying NLP to automatise dream content analysis; CBS Research Seminar, The Hong Kong Polytechnic University