AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering

Hassan Alhuzali | Farah E. Shamout | Muhammad Abdul-Mageed | Chaimae Abouzahir | Mouath Abu Daoud | Ashwag Alasmari | Walid Al-Eisawi | Renad Al-Monef | Ali Alqahtani | Lama Ayash | Nizar Habash | Leen Kharouf |

SHA at the QIAS Shared Task: LLMs for Arabic Islamic Inheritance Reasoning

Shatha Altammami |

The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection

Shadi Abudalfa | Saad Ezzini | Ahmed Abdelali | Hamza Alami | Abdessamad Benlahbib | Salmane Chafik | Mo El-Haj | Abdelkader El Mahdaouy | Mustafa Jarrar | Salima Lamsiyah | Hamzah Luqman |

Proceedings of The Third Arabic Natural Language Processing Conference

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 |

PalNLP at BAREC Shared Task 2025: Predicting Arabic Readability Using Ordinal Regression and K-Fold Ensemble Learning

Mutaz Ayesh |

PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture

Fakhraddin Alwajih | Abdellah El Mekki | Hamdy Mubarak | Majd Hawasly | Abubakr Mohamed | Muhammad Abdul-Mageed |

HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith

Arwa Omayrah | Sakhar Alkhereyf | Ahmed Abdelali | Abdulmohsen Al-Thubaity | Jeril Kuriakose | Ibrahim AbdulMajeed |

BALSAM: A Platform for Benchmarking Arabic Large Language Models

Rawan Nasser Almatham | Kareem Mohamed Darwish | Raghad Al-Rasheed | Waad Thuwaini Alshammari | Muneera Alhoshan | Amal Almazrua | Asma Al Wazrah | Mais Alheraki | Firoj Alam | Preslav Nakov | Norah A. Alzahrani | Eman Albilali | Nizar Habash | Abdelrahman Mustafa El-Sheikh | Muhammad Elmallah | Hamdy Mubarak | Zaid Alyafeai | Mohamed Anwar | Haonan Li | Ahmed Abdelali | Nora Altwairesh | Maram Hasanain | Abdulmohsen Al-Thubaity | Shady Shehata | Bashar Alhafni | Injy Hamed | Go Inoue | Khalid N. Elmadani | Ossama Obeid | Fatima Haouari | Tamer Elsayed | Emad A. Alghamdi | Khalid Almubarak | Saied Alshahrani | Ola Aljareh | Safa Alajlan | Areej Alshaqarawi | Maryam Alshihri | Sultana Alghurabi | Atikah Alzeghayer | Afrah Altamimi | Abdullah Alfaifi | Abdulrahman M Alosaimy |

AYA at PalmX 2025: Modeling Cultural and Islamic Knowledge in LLMs

Jannatul Tajrin | Bir Ballav Roy | Firoj Alam |

Jenin at AraGenEval Shared Task: Parameter-Efficient Fine-Tuning and Layer-Wise Analysis of Arabic LLMs for Authorship Style Transfer and Classification

Huthayfa Malhis | Mohammad Tami | Huthaifa I. Ashqar |

ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation

Mohammed Sabry Mohammed | Mohammed Khalil |

NYUAD at MAHED Shared Task: Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language Models

Nouar AlDahoul | Yasir Zaki |

Qais at BAREC Shared Task 2025: A Fine-Grained Approach for Arabic Readability Classification Using a pre-trained model

Samar Ahmad |

SEA-Team at QIAS 2025: Enhancing LLMs for Question Answering in Islamic Texts

Sanaa Alowaidi |

VLCAP at ImageEval 2025 Shared Task: Multimodal Arabic Captioning with Interpretable Visual Concept Integration

Passant Elchafei | Amany Fashwan |