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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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Detaylı Bibliyografya
Yayımlandı:Proc Conf Empir Methods Nat Lang Process
Asıl Yazarlar: Zhang, Ye, Marshall, Iain, Wallace, Byron C.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2016
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5300751/
https://ncbi.nlm.nih.gov/pubmed/28191551
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