Ensemble of Deep Masked Language Models for Effective Named Entity Recognition in Health and Life Science Corpora
Contributeurs/tricesNaderi, Nona; Knafou, Julien David Marc; Copara Zea, Jenny Linet; Ruch, Patrick; Teodoro, Douglas
Publié dansFrontiers in research metrics and analytics, vol. 6, 689803
Date de publication2021
Date de mise en ligne2021-11-19
Résumé
Mots-clés
- Chemical patents
- Clinical NER
- Clinical text mining
- Deep learning
- Named entity recognition
- Patent text mining
- Transformers
- Wet lab protocols
Groupe de recherche
Financement
- European Commission - Common Infrastructure for National Cohorts in Europe, Canada, and Africa [825775]
- Innosuisse - [46966.1 IP-ICT]
Citation (format ISO)
NADERI, Nona et al. Ensemble of Deep Masked Language Models for Effective Named Entity Recognition in Health and Life Science Corpora. In: Frontiers in research metrics and analytics, 2021, vol. 6, p. 689803. doi: 10.3389/frma.2021.689803
Fichiers principaux (1)
Article (Published version)
Identifiants
- PID : unige:157989
- DOI : 10.3389/frma.2021.689803
- PMID : 34870074
- PMCID : PMC8640190
ISSN du journal2504-0537