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Sentiment-Aspect Extraction based on Restricted Boltzmann Machines

Published 1 January 2015Open access
Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo
Citations72
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TL;DR

A novel sentiment and aspect extraction model based on Restricted Boltzmann Machines is proposed to jointly address these two tasks in an unsupervised setting and outperforms previous state-of-the-art methods.

Abstract

Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2015.

Keywords

Computer Science