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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Библиографические подробности
Главные авторы: Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Формат: Artigo
Язык:Inglês
Опубликовано: BMC 2022-04-01
Серии:BMC Bioinformatics
Предметы:
Bioinformatics
Biomedical text mining
BioNLP
Domain-specific language model
Online-ссылка:https://doi.org/10.1186/s12859-022-04688-w
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