Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges

Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges

This survey focuses on deep learning-based aspect-level sentiment classification (ASC), which aims to decide the sentiment polarity for an aspect mentioned within the document. Along with the success of applying deep learning in many applications, deep learning-based ASC has attracted a lot of inter...

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Bibliographic Details
Main Authors: Jie Zhou, Jimmy Xiangji Huang, Qin Chen, Qinmin Vivian Hu, Tingting Wang, Liang He
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Aspect based sentiment analysis
aspect-level sentiment classification
attention
convolutional neural network (CNN)
deep learning
memory network
Online Access:https://ieeexplore.ieee.org/document/8726353/

Internet

https://ieeexplore.ieee.org/document/8726353/

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