Work

Front Matter

Year: 2026

Type: paratext

Abstract: Organization and Participation of the Shared TasksThe 15 shared tasks at ArabicNLP 2026 are organized into four thematic tracks, each addressing critical needs and emerging priorities in Arabic language technology.Together, they represent the community's most comprehensive shared task effort to date, covering speech and multimodal processing, dialectal variation, text structure and readability, content safety, and the evaluation of knowledge, hallucination and agentic behavior in large language models.The paper counts below refer to system description papers; each task also contributes one overview paper.

Source: Arabic Natural Language Processing Workshop (WANLP)

DOI: 10.18653/2026.arabicnlp-sharedtasks.0

Authors: Muhammad Abdul-Mageed, Tamer Elsayed, Houda Bouamor, Samhaa El-Beltagy, Hend Al-Khalifa, Ahmed Abdelali, AbdelRahim Elmadany, Abdellah El Mekki, Kareem Darwish, Sakhar Alkhereyf, Hamzah Luqman, Salam Khalifa, Samar Magdy, Zaid Alyafeai, Injy Hamed, Wajdi Zaghouani, Imed Zitouni

Institutions: King Saud University, University of British Columbia, Lancaster University, King Fahd University of Petroleum and Minerals, University of Edinburgh, Northwestern University in Qatar, Mohamed bin Zayed University of Artificial Intelligence

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W7224281145

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