Bi-GRU Sentiment Classification for Chinese Based on Grammar Rules and BERT

Sentiment classification is a fundamental task in NLP, and its aim to predict the sentiment polarities of the given texts. Recent researches show great interest in modeling Chinese sentiment classification. However, the complexity of Chinese grammar makes the performance of the existing Chinese sent...

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Bibliographic Details
Main Authors: Qiang Lu, Zhenfang Zhu, Fuyong Xu, Dianyuan Zhang, Wenqing Wu, Qiangqiang Guo
Format: Article
Language:English
Published: Atlantis Press 2020-05-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/125940732/view