Applications of transformer-based language models in bioinformatics: a survey

SUMMARY: The transformer-based language models, including vanilla transformer, BERT and GPT-3, have achieved revolutionary breakthroughs in the field of natural language processing (NLP). Since there are inherent similarities between various biological sequences and natural languages, the remarkable...

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Detalles Bibliográficos
Autores principales: Zhang, Shuang, Fan, Rui, Liu, Yuti, Chen, Shuang, Liu, Qiao, Zeng, Wanwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950855/
https://www.ncbi.nlm.nih.gov/pubmed/36845200
http://dx.doi.org/10.1093/bioadv/vbad001

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950855/
https://www.ncbi.nlm.nih.gov/pubmed/36845200
http://dx.doi.org/10.1093/bioadv/vbad001

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