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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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Detalhes bibliográficos
Publicado no:Proc Conf Empir Methods Nat Lang Process
Main Authors: Zhang, Ye, Marshall, Iain, Wallace, Byron C.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5300751/
https://ncbi.nlm.nih.gov/pubmed/28191551
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