Fabio Rinaldi

Last updated

Fabio Rinaldi is head of NLP research at IDSIA, Switzerland. He earned his PhD in Computational Linguistics from the University of Zurich, Switzerland in 2008. He continued to work at the University of Zurich as a lecturer, senior researcher and group leader until 2020.

Contents

Currently, Rinaldi is the leader of the NLP group [1] at the Dalle Molle Institute for Artificial Intelligence (Lugano, Switzerland). He is also a group leader at the Swiss Institute of Bioinformatics (SIB), [2] and a visiting fellow at the Fondazione Bruno Kessler [3] .

From 2015 to 2019 he was a visiting scientist at the Center for Genomic Sciences [4] (UNAM, Mexico), where he collaborated with the RegulonDB group.

He is the initiator and team leader of the (former) OntoGene research group, [5] which focuses on Text Mining for biomedical applications.

Rinaldi is a very active contributor to the field of biomedical text mining. [6] [7]

Publications

Selected publications include:

  1. Furrer, L.; Jancso, A.; Colic, N.; Rinaldi, F. (2019). "OGER++: Hybrid multi-type entity recognition". Journal of Cheminformatics. 11 (1): 7. doi: 10.1186/s13321-018-0326-3 . PMC   6689863 . PMID   30666476.
  2. Kanjirangat, V.; Rinaldi, F. (2021). "Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information". Journal of Biomedical Informatics. 122 103893. doi: 10.1016/j.jbi.2021.103893 . PMID   34481058. S2CID   237417517.
  3. Zanoli, R.; Lavelli, A.; Löffler, T.; Perez Gonzalez, N. A.; Rinaldi, F. (2022). "An annotated dataset for extracting gene-melanoma relations from scientific literature". Journal of Biomedical Semantics. 13 (1): 2. doi: 10.1186/s13326-021-00251-3 . PMC   8772125 . PMID   35045882.
  4. Furrer, L.; Cornelius, J.; Rinaldi, F. (2022). "Parallel sequence tagging for concept recognition". BMC Bioinformatics. 22 (Suppl 1): 623. doi: 10.1186/s12859-021-04511-y . PMC   8943923 . PMID   35331131.
  5. Kanjirangat, V.; Samardzic, T.; Dolamic, L.; Rinaldi, F. (2025). "Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks". Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025). arXiv: 2509.20045 .

Notes

This page is based on this Wikipedia article
Text is available under the CC BY-SA 4.0 license; additional terms may apply.
Images, videos and audio are available under their respective licenses.