PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection

Tasneem Duridi; Areej Jaber; Paloma Martínez

PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection

Tasneem Duridi, Areej Jaber, Paloma Martínez

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Anthology ID:: 2025.arabicnlp-sharedtasks.7
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:: 42–48
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.7/
DOI:
Bibkey:
Cite (ACL):: Tasneem Duridi, Areej Jaber, and Paloma Martínez. 2025. PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 42–48, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection (Duridi et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.7.pdf

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@inproceedings{duridi-etal-2025-ptuk,
    title = "{PTUK}-{HULAT} at {A}ra{G}en{E}val Shared Task: Fine-tuning {XLM}-{R}o{BERT}a for {AI}-Generated {A}rabic News Detection",
    author = "Duridi, Tasneem  and
      Jaber, Areej  and
      Mart{\'i}nez, Paloma",
    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.7/",
    pages = "42--48",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection
%A Duridi, Tasneem
%A Jaber, Areej
%A Martínez, Paloma
%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 duridi-etal-2025-ptuk
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.7/
%P 42-48

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Markdown (Informal)

[PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection](https://aclanthology.org/2025.arabicnlp-sharedtasks.7/) (Duridi et al., ArabicNLP 2025)

PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection (Duridi et al., ArabicNLP 2025)

ACL

Tasneem Duridi, Areej Jaber, and Paloma Martínez. 2025. PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 42–48, Suzhou, China. Association for Computational Linguistics.