GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction

Passant Elchafei; Mayar Osama; Mohamad Rageh; Mervat Abu - Elkheir

GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction

Passant Elchafei, Mayar Osama, Mohamad Rageh, Mervat Abu-Elkheir

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Anthology ID:: 2025.arabicnlp-sharedtasks.36
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:: 261–265
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.36/
DOI:
Bibkey:
Cite (ACL):: Passant Elchafei, Mayar Osama, Mohamad Rageh, and Mervat Abu-Elkheir. 2025. GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 261–265, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction (Elchafei et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.36.pdf

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@inproceedings{elchafei-etal-2025-gnninjas,
    title = "{GNN}injas at {BAREC} Shared Task 2025: Lexicon-Enriched Graph Modeling for {A}rabic Document Readability Prediction",
    author = "Elchafei, Passant  and
      Osama, Mayar  and
      Rageh, Mohamad  and
      Abu-Elkheir, Mervat",
    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.36/",
    pages = "261--265",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction
%A Elchafei, Passant
%A Osama, Mayar
%A Rageh, Mohamad
%A Abu-Elkheir, Mervat
%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 elchafei-etal-2025-gnninjas
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.36/
%P 261-265

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Markdown (Informal)

[GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction](https://aclanthology.org/2025.arabicnlp-sharedtasks.36/) (Elchafei et al., ArabicNLP 2025)

GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction (Elchafei et al., ArabicNLP 2025)

ACL

Passant Elchafei, Mayar Osama, Mohamad Rageh, and Mervat Abu-Elkheir. 2025. GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 261–265, Suzhou, China. Association for Computational Linguistics.