!MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment

Mohamed Basem; Mohamed Younes; Seif Ahmed; Abdelrahman Moustafa

!MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment

Mohamed Basem, Mohamed Younes, Seif Ahmed, Abdelrahman Moustafa

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Anthology ID:: 2025.arabicnlp-sharedtasks.42
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:: 297–305
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.42/
DOI:
Bibkey:
Cite (ACL):: Mohamed Basem, Mohamed Younes, Seif Ahmed, and Abdelrahman Moustafa. 2025. !MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 297–305, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: !MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment (Basem et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.42.pdf

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@inproceedings{basem-etal-2025-msa,
    title = "!{MSA} at {BAREC} Shared Task 2025: Ensembling {A}rabic Transformers for Readability Assessment",
    author = "Basem, Mohamed  and
      Younes, Mohamed  and
      Ahmed, Seif  and
      Moustafa, Abdelrahman",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
      Zitouni, Imed  and
      Abdelali, Ahmed  and
      Al-Ghamdi, Sharefah  and
      Alkhereyf, Sakhar  and
      Zaghouani, Wajdi  and
      Khalifa, Salam  and
      AlKhamissi, Badr  and
      Almatham, Rawan  and
      Hamed, Injy  and
      Alyafeai, Zaid  and
      Alowisheq, Areeb  and
      Inoue, Go  and
      Mrini, Khalil  and
      Alshammari, Waad",
    booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.arabicnlp-sharedtasks.42/",
    pages = "297--305",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T !MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment
%A Basem, Mohamed
%A Younes, Mohamed
%A Ahmed, Seif
%A Moustafa, Abdelrahman
%Y Darwish, Kareem
%Y Ali, Ahmed
%Y Abu Farha, Ibrahim
%Y Touileb, Samia
%Y Zitouni, Imed
%Y Abdelali, Ahmed
%Y Al-Ghamdi, Sharefah
%Y Alkhereyf, Sakhar
%Y Zaghouani, Wajdi
%Y Khalifa, Salam
%Y AlKhamissi, Badr
%Y Almatham, Rawan
%Y Hamed, Injy
%Y Alyafeai, Zaid
%Y Alowisheq, Areeb
%Y Inoue, Go
%Y Mrini, Khalil
%Y Alshammari, Waad
%S Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-356-2
%F basem-etal-2025-msa
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.42/
%P 297-305

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Markdown (Informal)

[!MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment](https://aclanthology.org/2025.arabicnlp-sharedtasks.42/) (Basem et al., ArabicNLP 2025)

!MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment (Basem et al., ArabicNLP 2025)

ACL

Mohamed Basem, Mohamed Younes, Seif Ahmed, and Abdelrahman Moustafa. 2025. !MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 297–305, Suzhou, China. Association for Computational Linguistics.