ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression

Yasmine El Abed; Mariem Ben Arbia; Saoussen Ben Chaabene; Omar Trigui

ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression

Yasmine El Abed, Mariem Ben Arbia, Saoussen Ben Chaabene, Omar Trigui

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Anthology ID:: 2025.arabicnlp-sharedtasks.87
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:: 639–644
Language:
URL:: https://aclanthology.org/2025.arabicnlp-sharedtasks.87/
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Bibkey:
Cite (ACL):: Yasmine El Abed, Mariem Ben Arbia, Saoussen Ben Chaabene, and Omar Trigui. 2025. ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 639–644, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression (El Abed et al., ArabicNLP 2025)
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PDF:: https://aclanthology.org/2025.arabicnlp-sharedtasks.87.pdf

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@inproceedings{el-abed-etal-2025-anlp,
    title = "{ANLP}-{U}ni{S}o at {MAHED} Shared Task: Detection of Hate and Hope Speech in {A}rabic Social Media based on {XLM}-{R}o{BERT}a and Logistic Regression",
    author = "El Abed, Yasmine  and
      Ben Arbia, Mariem  and
      Ben Chaabene, Saoussen  and
      Trigui, Omar",
    editor = "Darwish, Kareem  and
      Ali, Ahmed  and
      Abu Farha, Ibrahim  and
      Touileb, Samia  and
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      Abdelali, Ahmed  and
      Al-Ghamdi, Sharefah  and
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      Zaghouani, Wajdi  and
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      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.87/",
    pages = "639--644",
    ISBN = "979-8-89176-356-2",
    abstract = ""
}

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%0 Conference Proceedings
%T ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression
%A El Abed, Yasmine
%A Ben Arbia, Mariem
%A Ben Chaabene, Saoussen
%A Trigui, Omar
%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 el-abed-etal-2025-anlp
%U https://aclanthology.org/2025.arabicnlp-sharedtasks.87/
%P 639-644

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Markdown (Informal)

[ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression](https://aclanthology.org/2025.arabicnlp-sharedtasks.87/) (El Abed et al., ArabicNLP 2025)

ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression (El Abed et al., ArabicNLP 2025)

ACL

Yasmine El Abed, Mariem Ben Arbia, Saoussen Ben Chaabene, and Omar Trigui. 2025. ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression. In Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks, pages 639–644, Suzhou, China. Association for Computational Linguistics.