A4 Vertaisarvioitu artikkeli konferenssijulkaisussa
Biomedical Named Entity Recognition with Multilingual BERT
Tekijät: Hakala Kai, Pyysalo Sampo
Toimittaja: Kim Jin-Dong, Nédellec Claire, Bossy Robert, Deléger Louise
Konferenssin vakiintunut nimi: Workshop on BioNLP Open Shared Tasks
Julkaisuvuosi: 2019
Kokoomateoksen nimi: Proceedings of The 5th Workshop on BioNLP Open Shared Tasks
Aloitussivu: 56
Lopetussivu: 61
ISBN: 978-1-950737-82-6
DOI: https://doi.org/10.18653/v1/D19-5709
Verkko-osoite: https://www.aclweb.org/anthology/D19-5709/
Rinnakkaistallenteen osoite: https://research.utu.fi/converis/portal/detail/Publication/45040320
We present the approach of the Turku NLP group to the PharmaCoNER task on Spanish biomedical named entity recognition. We apply a CRF-based baseline approach and multilingual BERT to the task, achieving an F-score of 88% on the development data and 87% on the test set with BERT. Our approach reflects a straightforward application of a state-of-the-art multilingual model that is not specifically tailored to either the language nor the application domain. The source code is available at: https://github.com/chaanim/pharmaconer
Ladattava julkaisu This is an electronic reprint of the original article. |  |
