The language of proteins: NLP, machine learning & protein sequences

Natural language processing (NLP) is a field of computer science concerned with automated text and language analysis. In recent years, following a series of breakthroughs in deep and machine learning, NLP methods have shown overwhelming progress. Here, we review the success, promise and pitfalls of...

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Veröffentlicht in:	Computational and structural biotechnology journal Jg. 19; S. 1750 - 1758
Hauptverfasser:	Ofer, Dan, Brandes, Nadav, Linial, Michal
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Netherlands Elsevier B.V 01.01.2021 Research Network of Computational and Structural Biotechnology Elsevier
Schlagworte:	amino acids Artificial neural networks automation Bag of words BERT Bioinformatics biotechnology computer science Contextualized embedding Deep learning Language models Natural language processing Review Tokenization Transformer Word embedding Word2vec Deep learning Contextualized embedding Word2vec Bag of words Transformer Artificial neural networks Natural language processing BERT Tokenization Word embedding Language models Bioinformatics
ISSN:	2001-0370, 2001-0370
Online-Zugang:	Volltext
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