ProteinGLUE multi-task benchmark suite for self-supervised protein modeling

Self-supervised language modeling is a rapidly developing approach for the analysis of protein sequence data. However, work in this area is heterogeneous and diverse, making comparison of models and methods difficult. Moreover, models are often evaluated only on one or two downstream tasks, making i...

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Detalles Bibliográficos
Autores principales: Capel, Henriette, Weiler, Robin, Dijkstra, Maurits, Vleugels, Reinier, Bloem, Peter, Feenstra, K. Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512797/
https://www.ncbi.nlm.nih.gov/pubmed/36163232
http://dx.doi.org/10.1038/s41598-022-19608-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512797/
https://www.ncbi.nlm.nih.gov/pubmed/36163232
http://dx.doi.org/10.1038/s41598-022-19608-4

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