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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...
Autores principales: | Zhang, Shuang, Fan, Rui, Liu, Yuti, Chen, Shuang, Liu, Qiao, Zeng, Wanwen |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
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 |
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