Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT

Abstract Background The abundance of biomedical text data coupled with advances in natural language processing (NLP) is resulting in novel biomedical NLP (BioNLP) applications. These NLP applications, or tasks, are reliant on the availability of domain-specific language models (LMs) that are trained...

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Bibliografiske detaljer
Main Authors: Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2022-04-01
Serier:BMC Bioinformatics
Fag:
Bioinformatics
Biomedical text mining
BioNLP
Domain-specific language model
Online adgang:https://doi.org/10.1186/s12859-022-04688-w
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