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A deep learning approach for text-based emotion recognition: improving accuracy through dual-branch CNN architecture and balanced sampling

Crossref DOI link: https://doi.org/10.1007/s13198-025-02977-0

Published Online: 2025-10-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Priyadarshini, M. Asha https://orcid.org/0009-0003-7438-2267
Mohan, A. Krishna https://orcid.org/0000-0003-0517-3130
License Information

Text and Data Mining valid from 2025-10-04

Version of Record valid from 2025-10-04
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Article History

Received: 16 June 2024

Accepted: 31 August 2025

First Online: 4 October 2025

Declarations

:

: The authors declare that they have no competing interests.