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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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Detalles Bibliográficos
Autores principales: Arras, Leila, Horn, Franziska, Montavon, Grégoire, Müller, Klaus-Robert, Samek, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5553725/
https://www.ncbi.nlm.nih.gov/pubmed/28800619
http://dx.doi.org/10.1371/journal.pone.0181142