Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Sentiment classification optimization based on improved Senti-BERT and BiLSTM-Attention

Jie Zhang ,

Roles Investigation, Methodology, Writing – original draft

* E-mail: zj530_@163.com

Affiliations Faculty of Mathematics and Computer, Xinyu University, Xinyu, China, Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam, Malaysia

https://orcid.org/0009-0008-8664-0290

⨯
Jianbang Liu,

Roles Formal analysis, Software, Writing – original draft

Affiliation Faculty of Mathematics and Computer, Xinyu University, Xinyu, China
⨯
Zhaosheng Xu

Roles Software, Writing – original draft

Affiliation Faculty of Mathematics and Computer, Xinyu University, Xinyu, China
⨯

Sentiment classification optimization based on improved Senti-BERT and BiLSTM-Attention

Jie Zhang,
Jianbang Liu,
Zhaosheng Xu

x

Published: September 15, 2026
https://doi.org/10.1371/journal.pone.0358103

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Emotions
Is the Subject Area "Emotions" applicable to this article?

Thanks for your feedback.
Language
Is the Subject Area "Language" applicable to this article?

Thanks for your feedback.
Attention
Is the Subject Area "Attention" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Social media
Is the Subject Area "Social media" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Deep learning
Is the Subject Area "Deep learning" applicable to this article?

Thanks for your feedback.
Multilingualism
Is the Subject Area "Multilingualism" applicable to this article?

Thanks for your feedback.