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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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Dettagli Bibliografici
Pubblicato in:PLoS One
Autori principali: Arras, Leila, Horn, Franziska, Montavon, Grégoire, Müller, Klaus-Robert, Samek, Wojciech
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2017
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Accesso online: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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