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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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Bibliografiska uppgifter
I publikationen:Proc Conf Empir Methods Nat Lang Process
Huvudupphovsmän: Zhang, Ye, Marshall, Iain, Wallace, Byron C.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2016
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5300751/
https://ncbi.nlm.nih.gov/pubmed/28191551
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