MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization

Mabrouka Bessghaier; Shimaa Ibrahim; Md. Rafiul Biswas; Wajdi Zaghouani

MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization

Mabrouka Bessghaier, Shimaa Ibrahim, Md. Rafiul Biswas, Wajdi Zaghouani

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Anthology ID:: 2025.arabicnlp-sharedtasks.33
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:: 233–238
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.33/
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Bibkey:
Cite (ACL):: Mabrouka Bessghaier, Shimaa Ibrahim, Md. Rafiul Biswas, and Wajdi Zaghouani. 2025. MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 233–238, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization (Bessghaier et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.33.pdf

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@inproceedings{bessghaier-etal-2025-marsadlab,
    title = "{M}arsad{L}ab at {A}ra{H}ealth{QA}: Hybrid Contextual{--}Lexical Fusion with {A}ra{BERT} for Question and Answer Categorization",
    author = "Bessghaier, Mabrouka  and
      Ibrahim, Shimaa  and
      Rafiul Biswas, Md.  and
      Zaghouani, Wajdi",
    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.33/",
    pages = "233--238",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization
%A Bessghaier, Mabrouka
%A Ibrahim, Shimaa
%A Rafiul Biswas, Md.
%A Zaghouani, Wajdi
%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 bessghaier-etal-2025-marsadlab
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.33/
%P 233-238

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Markdown (Informal)

[MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization](https://aclanthology.org/2025.arabicnlp-sharedtasks.33/) (Bessghaier et al., ArabicNLP 2025)

MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization (Bessghaier et al., ArabicNLP 2025)

ACL

Mabrouka Bessghaier, Shimaa Ibrahim, Md. Rafiul Biswas, and Wajdi Zaghouani. 2025. MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 233–238, Suzhou, China. Association for Computational Linguistics.