NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning

Rana Gaber; Seif Eldin Amgad; Ahmed Sherif Nasri; Mohamed Ibrahim Ragab; Ensaf Hussein Mohamed

NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning

Rana Gaber, Seif Eldin Amgad, Ahmed Sherif Nasri, Mohamed Ibrahim Ragab, Ensaf Hussein Mohamed

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Anthology ID:: 2025.arabicnlp-sharedtasks.58
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:: 419–431
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.58/
DOI:
Bibkey:
Cite (ACL):: Rana Gaber, Seif Eldin Amgad, Ahmed Sherif Nasri, Mohamed Ibrahim Ragab, and Ensaf Hussein Mohamed. 2025. NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 419–431, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning (Gaber et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.58.pdf

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@inproceedings{gaber-etal-2025-nu,
    title = "{NU}{\_}{I}nternship team at {I}mage{E}val 2025: From Zero-Shot to Ensembles: Enhancing Grounded {A}rabic Image Captioning",
    author = "Gaber, Rana  and
      Eldin Amgad, Seif  and
      Sherif Nasri, Ahmed  and
      Ibrahim Ragab, Mohamed  and
      Hussein Mohamed, Ensaf",
    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.58/",
    pages = "419--431",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning
%A Gaber, Rana
%A Eldin Amgad, Seif
%A Sherif Nasri, Ahmed
%A Ibrahim Ragab, Mohamed
%A Hussein Mohamed, Ensaf
%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 gaber-etal-2025-nu
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.58/
%P 419-431

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Markdown (Informal)

[NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning](https://aclanthology.org/2025.arabicnlp-sharedtasks.58/) (Gaber et al., ArabicNLP 2025)

NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning (Gaber et al., ArabicNLP 2025)

ACL

Rana Gaber, Seif Eldin Amgad, Ahmed Sherif Nasri, Mohamed Ibrahim Ragab, and Ensaf Hussein Mohamed. 2025. NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 419–431, Suzhou, China. Association for Computational Linguistics.