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Rationale-Augmented Convolutional Neural Networks for Text Classification

We present a new Convolutional Neural Network (CNN) model for text classification that jointly exploits labels on documents and their constituent sentences. Specifically, we consider scenarios in which annotators explicitly mark sentences (or snippets) that support their overall document categorizat...

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Detalles Bibliográficos
Publicado en:Proc Conf Empir Methods Nat Lang Process
Autores principales: Zhang, Ye, Marshall, Iain, Wallace, Byron C.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5300751/
https://ncbi.nlm.nih.gov/pubmed/28191551
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