Sentiment Classification Based on Part-of-Speech and Self-Attention Mechanism

Currently, various attention-based neural networks have achieved successes in sentiment classification tasks, as attention mechanism is capable of focusing on those words contributing more to the sentiment polarity prediction than others. However, the major drawback of these approaches is that they...

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Bibliographic Details
Main Authors: Kefei Cheng, Yanan Yue, Zhiwen Song
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8962060/