Ensemble of Deep Masked Language Models for Effective Named Entity Recognition in Health and Life Science Corpora
Published inFrontiers in research metrics and analytics, vol. 6, 689803
Publication date2021
First online date2021-11-19
Abstract
Keywords
- Chemical patents
- Clinical NER
- Clinical text mining
- Deep learning
- Named entity recognition
- Patent text mining
- Transformers
- Wet lab protocols
Research group
Funding
- European Commission - Common Infrastructure for National Cohorts in Europe, Canada, and Africa [825775]
- Innosuisse - [46966.1 IP-ICT]
Citation (ISO format)
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
Main files (1)
Article (Published version)
Identifiers
- PID : unige:157989
- DOI : 10.3389/frma.2021.689803
- PMID : 34870074
- PMCID : PMC8640190
ISSN of the journal2504-0537