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Chemlistem: chemical named entity recognition using recurrent neural networks

Chemical named entity recognition (NER) has traditionally been dominated by conditional random fields (CRF)-based approaches but given the success of the artificial neural network techniques known as “deep learning” we decided to examine them as an alternative to CRFs. We present here several chemic...

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Detalles Bibliográficos
Autores principales: Corbett, Peter, Boyle, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6755713/
https://www.ncbi.nlm.nih.gov/pubmed/30523437
http://dx.doi.org/10.1186/s13321-018-0313-8