SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion?

Md Abdur Rahman, Md Sabbir Dewan, Md. Tofael Ahmed Bhuiyan, Md Ashiqur Rahman


Anthology ID:
2025.arabicnlp-sharedtasks.90
Volume:
Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
Month:
November
Year:
2025
Address:
Suzhou, China
Editors:
Kareem Darwish, Ahmed Ali, Ibrahim Abu Farha, Samia Touileb, Imed Zitouni, Ahmed Abdelali, Sharefah Al-Ghamdi, Sakhar Alkhereyf, Wajdi Zaghouani, Salam Khalifa, Badr AlKhamissi, Rawan Almatham, Injy Hamed, Zaid Alyafeai, Areeb Alowisheq, Go Inoue, Khalil Mrini, Waad Alshammari
Venue:
ArabicNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
658–664
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.90/
DOI:
Bibkey:
Cite (ACL):
Md Abdur Rahman, Md Sabbir Dewan, Md. Tofael Ahmed Bhuiyan, and Md Ashiqur Rahman. 2025. SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion?. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 658–664, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion? (Abdur Rahman et al., ArabicNLP 2025)
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https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-sharedtasks.90.pdf