Aspect Based Sentiment Analysis with Gated Convolutional Networks

[gsh199449]

title

Aspect Based Sentiment Analysis with Gated Convolutional Networks

notes

使用两个CNN卷输入句子，其中一个在计算每个window的时候考虑aspect embedding。得到两个feature 向量矩阵，考虑aspect embedding的做relu，另一个做tanh，然后两个按位乘起来，最终通过一个全连接做情感分类。

bibtex

link

https://arxiv.org/abs/1805.07043

publication

ACL 2018 long accepted

open source

https://github.com/wxue004cs/GCAE

affiliated

Florida International University