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"What is relevant in a text document?": An interpretable machine learning approach

Text documents can be described by a number of abstract concepts such as semantic category, writing style, or sentiment. Machine learning (ML) models have been trained to automatically map documents to these abstract concepts, allowing to annotate very large text collections, more than could be proc...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Arras, Leila, Horn, Franziska, Montavon, Grégoire, Müller, Klaus-Robert, Samek, Wojciech
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5553725/
https://ncbi.nlm.nih.gov/pubmed/28800619
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0181142
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