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Deep Learning for Sentiment Analysis: A Survey - 2018

Deep Learning For Sentiment Analysis: A Survey

Survey Paper on Deep Learning For Sentiment Analysis

Research Area:  Machine Learning


Deep learning has emerged as a powerful machine learning technique that learns multiple layers of representations or features of the data and produces state-of-the-art prediction results. Along with the success of deep learning in many other application domains, deep learning is also popularly used in sentiment analysis in recent years. This paper first gives an overview of deep learning and then provides a comprehensive survey of its current applications in sentiment analysis.

Sentiment Analysis
Machine Learning
Deep Learning

Author(s) Name:  Lei Zhang, Shuai Wang, Bing Liu

Journal name:  Computation and Language

Conferrence name:  

Publisher name:  arXiv:1801.07883

DOI:  10.48550/arXiv.1801.07883

Volume Information: