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Improving Arabic sentiment analysis with negation and speculation auxiliary tasks

Crossref DOI link: https://doi.org/10.1007/s00521-025-11451-8

Published Online: 2025-08-03

Published Print: 2025-09

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

Authors

Mahany, Ahmed https://orcid.org/0000-0001-5133-6995
Ghoniemy, Said https://orcid.org/0000-0002-7436-956X
Khaled, Heba https://orcid.org/0000-0002-3126-9032
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Text and Data Mining valid from 2025-08-03

Version of Record valid from 2025-08-03
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Article History

Received: 13 March 2024

Accepted: 10 June 2025

First Online: 3 August 2025

Declarations

:

: The authors declare that they have no competing interests.