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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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Publicat a:J Cheminform
Autors principals: Corbett, Peter, Boyle, John
Format: Artigo
Idioma:Inglês
Publicat: Springer International Publishing 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6755713/
https://ncbi.nlm.nih.gov/pubmed/30523437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-018-0313-8
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