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When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classificat...

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classificat...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d5e35767f28841efa7c23a7fbfc057ee

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification

About this item

Full title

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification

Publisher

England: BioMed Central Ltd

Journal title

BMC medical informatics and decision making, 2022-04, Vol.21 (S9), p.377-377, Article 377

Language

English

Formats

Publication information

Publisher

England: BioMed Central Ltd

More information

Scope and Contents

Contents

Natural language processing (NLP) tasks in the health domain often deal with limited amount of labeled data due to high annotation costs and naturally rare observations. To compensate for the lack of training data, health NLP researchers often have to leverage knowledge and resources external to a task at hand. Recently, pretrained large-scale lang...

Alternative Titles

Full title

When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_d5e35767f28841efa7c23a7fbfc057ee

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d5e35767f28841efa7c23a7fbfc057ee

Other Identifiers

ISSN

1472-6947

E-ISSN

1472-6947

DOI

10.1186/s12911-022-01829-2

How to access this item