An Effective Personality-Based Model for Short Text Sentiment Classification Using BiLSTM and Self-Attention

An Effective Personality-Based Model for Short Text Sentiment Classification Using BiLSTM and Self-Attention

While user-generated textual content on social platforms such as Weibo provides valuable insights into public opinion and social trends, the influence of personality on sentiment expression has been largely overlooked in previous studies, especially in Chinese short texts. To bridge this gap, we pro...

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Bibliographic Details
Main Authors: Kejian Liu, Yuanyuan Feng, Liying Zhang, Rongju Wang, Wei Wang, Xianzhi Yuan, Xuran Cui, Xianyong Li, Hailing Li
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
deep learning
personality recognition
sentiment classification
BiLSTM
self-attention
big five
Online Access:https://www.mdpi.com/2079-9292/12/15/3274

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