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)
Epidemic Information Extraction for Event-Based Surveillance Using Large Language Models. , Consoli, S., Markov, P., Stilianakis, N.I., Bertolini, L., Gallardo, A.P. and Ceresa, M., In Proceedings of Ninth International Congress on Information and Communication Technology 2024
Automatic Annotation of Dream Report’s Emotional Content with Large Language Models , Bertolini L., Elce V., Michalak A., Widhoelzl H-S., Bernardi G., Weeds J., In Proceedings of the Ninth Workshop on Computational Linguistics and Clinical Psychology, Malta. Association for Computational Linguistics 2024[code]

Towards Unsupervised Compositional Entailment with Multi-Graph Embedding Models, Bertolini L., Weeds J. Weir D., In Proceedings of the 15th International Conference on Computational Semantics (IWCS), Nancy, France, Association for Computational Linguistics 2023.
Dreams Are More "Predictable" Than You Think , Bertolini L.[code]

Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment, Bertolini L.,Weeds J., Weir D., In Proceedings of the 29th International Conference on Computational Linguistics (COLING) 2022

Representing Syntax and Composition with Geometric Transformations, Bertolini L.,Weeds J., Weir D., Peng Q., In Findings of the Association for Computational Linguistics: ACL 2021
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)

Invited talk: Field of dreams: applying NLP to automatize dream content analysis; CBS Research Seminar, The Hong Kong Polytechnic University

Invited talk: Testing Language Models on Compositionality; MilaNLP wekly seminar guest presenter.

Poster: Representing Syntax and Composition with Geometric Transformations, Bertolini L.,Weeds J., Weir D., Peng Q., Representation Learning for NLP (RepL4NLP) workshop, ACL 2021
Invited talk: A Tale of Compositionality: from Humans to Machines; Guest talk to the University of Sussex Data Science Society

Poster: CoDE: Learning Composable Dependecy Embeddings Bertolini L., Weeds J. Weir D., VSDD workshop, 13th International Conference on Computational Semantics (IWCS) [code, data]