Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints

Badr M. Abdullah; Yusser Al Ghussin; Zena Al-Khalili; Ömer Tarik Özyilmaz; Matias Valdenegro - Toro; Simon Ostermann; Dietrich Klakow

Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints

Badr M. Abdullah, Yusser Al Ghussin, Zena Al-Khalili, Ömer Tarik Özyilmaz, Matias Valdenegro-Toro, Simon Ostermann, Dietrich Klakow

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Anthology ID:: 2025.arabicnlp-sharedtasks.102
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:: 745–751
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URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.102/
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Cite (ACL):: Badr M. Abdullah, Yusser Al Ghussin, Zena Al-Khalili, Ömer Tarik Özyilmaz, Matias Valdenegro-Toro, Simon Ostermann, and Dietrich Klakow. 2025. Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 745–751, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints (M. Abdullah et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.102.pdf

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@inproceedings{m-abdullah-etal-2025-saarland,
    title = "{S}aarland-{G}roningen at {NADI} 2025 Shared Task: Effective Dialectal {A}rabic Speech Processing under Data Constraints",
    author = {M. Abdullah, Badr  and
      Al Ghussin, Yusser  and
      Al-Khalili, Zena  and
      Tarik {\"O}zyilmaz, {\"O}mer  and
      Valdenegro-Toro, Matias  and
      Ostermann, Simon  and
      Klakow, Dietrich},
    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.102/",
    pages = "745--751",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints
%A M. Abdullah, Badr
%A Al Ghussin, Yusser
%A Al-Khalili, Zena
%A Tarik Özyilmaz, Ömer
%A Valdenegro-Toro, Matias
%A Ostermann, Simon
%A Klakow, Dietrich
%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 m-abdullah-etal-2025-saarland
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.102/
%P 745-751

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Markdown (Informal)

[Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints](https://aclanthology.org/2025.arabicnlp-sharedtasks.102/) (M. Abdullah et al., ArabicNLP 2025)

Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints (M. Abdullah et al., ArabicNLP 2025)

ACL

Badr M. Abdullah, Yusser Al Ghussin, Zena Al-Khalili, Ömer Tarik Özyilmaz, Matias Valdenegro-Toro, Simon Ostermann, and Dietrich Klakow. 2025. Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 745–751, Suzhou, China. Association for Computational Linguistics.