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Survey of Protein Sequence Embedding Models

Derived from the natural language processing (NLP) algorithms, protein language models enable the encoding of protein sequences, which are widely diverse in length and amino acid composition, in fixed-size numerical vectors (embeddings). We surveyed representative embedding models such as Esm, Esm1b...

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Detalles Bibliográficos
Autores principales: Tran, Chau, Khadkikar, Siddharth, Porollo, Aleksey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963412/
https://www.ncbi.nlm.nih.gov/pubmed/36835188
http://dx.doi.org/10.3390/ijms24043775

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