---
title: "ArabicNLP 2025 — all accepted papers — the most cited first"
description: "All 177 papers of ArabicNLP 2025 · page 1 of 2, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/arabicnlp/2025/papers/"
---
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# ArabicNLP 2025: all accepted papers

177 papers · page 1 of 2 · the most cited first · [← ArabicNLP 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/)

**1** [2](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/papers/page/2/) [next →](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/papers/page/2/)

1. **[NYUAD at MAHED Shared Task: Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.76/)**Nouar AlDahoul, Yasir Zaki · Shared Tasks*6 citations*
2. **[AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.18/)**Hassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed et al. · Shared Tasks*4 citations*
3. **[IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic Content ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.67/)**Hamdy Mubarak, Rana Malhas, Watheq Mansour et al. · Shared Tasks*4 citations*
4. **[AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs ↗](https://aclanthology.org/2025.arabicnlp-main.12/)**Aisha Alansari, Hamzah Luqman*3 citations*
5. **[Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law Evaluation ↗](https://aclanthology.org/2025.arabicnlp-main.20/)**Abdessalam Bouchekif, Samer Rashwani, Heba Sbahi et al.*3 citations*
6. **[MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic Content ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.75/)**Wajdi Zaghouani, Md. Rafiul Biswas, Mabrouka Bessghaier et al. · Shared Tasks*3 citations*
7. **[Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations ↗](https://aclanthology.org/2025.arabicnlp-main.26/)**Mohammed Alkhowaiter, Norah Alshahrani, Saied Alshahrani et al.*3 citations*
8. **[Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.63/)**Mohamed Nadhir Daoud, Mohamed Anouar Ben Messaoud · Shared Tasks*3 citations*
9. **[QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.117/)**Abdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed et al. · Shared Tasks*3 citations*
10. **[BALSAM: A Platform for Benchmarking Arabic Large Language Models ↗](https://aclanthology.org/2025.arabicnlp-main.21/)**Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed et al.*2 citations*
11. **[Bridging Dialectal Gaps in Arabic Medical LLMs through Model Merging ↗](https://aclanthology.org/2025.arabicnlp-main.27/)**Ahmed Ibrahim, Abdullah Hosseini, Hoda Helmy et al.*2 citations*
12. **[Iqra'Eval: A Shared Task on Qur'anic Pronunciation Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.61/)**Yassine El Kheir, Amit Meghanani, Hawau Olamide Toyin et al. · Shared Tasks*2 citations*
13. **[LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.4/)**Kaoutar Zita, Attia Nehar, Abdelkader Khelil et al. · Shared Tasks*2 citations*
14. **[PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.107/)**Fakhraddin Alwajih, Abdellah El Mekki, Hamdy Mubarak et al. · Shared Tasks*2 citations*
15. **[TCE at IslamicEval 2025: Retrieval-Augmented LLMs for Quranic and Hadith Content Identification and Verification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.71/)**Mohammed ElKoumy, Khalid Allam, Ahmad Tamer et al. · Shared Tasks*2 citations*
16. **[The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection](https://md.research.elamur.ai/free/en/papers/abudalfa-2025-arageneval-shared-task-arabic-authorship/)**Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al. · Shared Tasks*2 citations · our summary*
17. **[Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.124/)**Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad et al. · Shared Tasks*2 citations*
18. **[Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation ↗](https://aclanthology.org/2025.arabicnlp-main.24/)**Yossra Noureldien, Abdelrazig Mohamed, Farah Attallah*2 citations*
19. **[ALARB: An Arabic Legal Argument Reasoning Benchmark ↗](https://aclanthology.org/2025.arabicnlp-main.32/)**Harethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein et al.*1 citation*
20. **[Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes ↗](https://aclanthology.org/2025.arabicnlp-main.1/)**Basma El Amel Boussaha, Mohammed Alyafeai, Ahmed Alzubaidi et al.*1 citation*
21. **[AraMinds at MAHED 2025: Leveraging Vision-Language Models and Contrastive Multi-task Learning for Multimodal Hate Speech Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.85/)**Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr et al. · Shared Tasks*1 citation*
22. **[Athar at QIAS2025: LLM-based Question Answering Systems for Islamic Inheritance and Classical Islamic Knowledge ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.126/)**Yossra Noureldien, Hassan Suliman, Farah Attallah et al. · Shared Tasks*1 citation*
23. **[AutoArabic: A Three-Stage Framework for Localizing Video-Text Retrieval Benchmarks ↗](https://aclanthology.org/2025.arabicnlp-main.23/)**Mohamed Eltahir, Osamah Sarraj, Abdulrahman M. Alfrihidi et al.*1 citation*
24. **[BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.69/)**Arij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan et al. · Shared Tasks*1 citation*
25. **[CIC-NLP at MAHED 2025 TASK 1:Assessing the Role of Bigram Augmentation in Multiclass Arabic Hate and Hope Speech Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.80/)**Tolulope Olalekan Abiola, Oluwatobi Joseph Abiola, Ogunleye Temitope Dasola et al. · Shared Tasks*1 citation*
26. **[CUET_Zahra_Duo@Mahed 2025: Hate and Hope Speech Detection in Arabic Social Media Content using Transformer ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.96/)**Walisa Alam, Mehreen Rahman, Shawly Ahsan et al. · Shared Tasks*1 citation*
27. **[Cultura-Arabica: Probing and Enhancing Arabic Cultural Awareness in Large Language Models via LoRA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.115/)**Pulkit Chatwal, Santosh Kumar Mishra · Shared Tasks*1 citation*
28. **[DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study ↗](https://aclanthology.org/2025.arabicnlp-main.38/)**Majd Hawasly, Hamdy Mubarak, Ahmed Abdelali et al.*1 citation*
29. **[ELYADATA & LIA at NADI 2025: ASR and ADI Subtasks ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.105/)**Haroun Elleuch, Youssef Saidi, Salima Mdhaffar et al. · Shared Tasks*1 citation*
30. **[Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring ↗](https://aclanthology.org/2025.arabicnlp-main.19/)**Marwan Sayed, Sohaila Eltanbouly, May Bashendy et al.*1 citation*
31. **[GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.36/)**Passant Elchafei, Mayar Osama, Mohamad Rageh et al. · Shared Tasks*1 citation*
32. **[ImageEval 2025: The First Arabic Image Captioning Shared Task ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.52/)**Ahlam Bashiti, Alaa Aljabari, Hadi Hamoud et al. · Shared Tasks*1 citation*
33. **[MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.131/)**Jihad R'baiti, Chouaib El Hachimi, Youssef Hmamouche et al. · Shared Tasks*1 citation*
34. **[Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.100/)**Mahmoud Salhab, Shameed Sait, Mohammad Abusheikh et al. · Shared Tasks*1 citation*
35. **[N&N at QIAS 2025: Chain-of-Thought Ensembles with Retrieval-Augmented framework for Classical Arabic Islamic ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.121/)**Nourah Alangari, Nouf AlShenaifi · Shared Tasks*1 citation*
36. **[NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.99/)**Bashar Talafha, Hawau Olamide Toyin, Peter Sullivan et al. · Shared Tasks*1 citation*
37. **[NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.58/)**Rana Gaber, Seif Eldin Amgad, Ahmed Sherif Nasri et al. · Shared Tasks*1 citation*
38. **[NYUAD at AraHealthQA Shared Task: Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare Tasks ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.19/)**Nouar AlDahoul, Yasir Zaki · Shared Tasks*1 citation*
39. **[NYUAD at QIAS Shared Task: Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance Cases ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.118/)**Nouar AlDahoul, Yasir Zaki · Shared Tasks*1 citation*
40. **[QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.123/)**Mohammad AL-Smadi · Shared Tasks*1 citation*
41. **[Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.23/)**Adiba Fairooz Chowdhury, Md Sagor Chowdhury · Shared Tasks*1 citation*
42. **[REGLAT at AraGenEval shared task: Morphology-Aware AraBERT for Detecting Arabic AI-Generated Text ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.16/)**Mariam Labib, Nsrin Ashraf, Mohammed Aldawsari et al. · Shared Tasks*1 citation*
43. **[SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion? ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.90/)**Md Abdur Rahman, Md Sabbir Dewan, Md. Tofael Ahmed Bhuiyan et al. · Shared Tasks*1 citation*
44. **[Star at PalmX 2025: Arabic Cultural Understanding via Targeted Pretraining and Lightweight Fine-tuning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.113/)**Eman Elrefai, Esraa Khaled, Alhassan Ehab · Shared Tasks*1 citation*
45. **[TEDxTN: A Three-way Speech Translation Corpus for Code-Switched Tunisian Arabic - English ↗](https://aclanthology.org/2025.arabicnlp-main.22/)**Fethi Bougares, Salima Mdhaffar, Haroun Elleuch et al.*1 citation*
46. **[The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora ↗](https://aclanthology.org/2025.arabicnlp-main.6/)**Chen Amiraz, Yaroslav Fyodorov, Elad Haramaty et al.*1 citation*
47. **[Thinking Nodes at MAHED: A Comparative Study of Multimodal Architectures for Arabic Hateful Meme Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.98/)**Itbaan Safwan · Shared Tasks*1 citation*
48. **[Tokenizers United at QIAS-2025: RAG-Enhanced Question Answering for Islamic Studies by Integrating Semantic Retrieval with Generative Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.133/)**Mohamed Samy, Mayar Boghdady, Marwan El Adawi et al. · Shared Tasks*1 citation*
49. **[Tool Calling for Arabic LLMs: Data Strategies and Instruction Tuning ↗](https://aclanthology.org/2025.arabicnlp-main.28/)**Asım Ersoy, Enes Altinisik, Kareem Mohamed Darwish et al.*1 citation*
50. **[VLCAP at ImageEval 2025 Shared Task: Multimodal Arabic Captioning with Interpretable Visual Concept Integration ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.56/)**Passant Elchafei, Amany Fashwan · Shared Tasks*1 citation*
51. **[!MSA at AraHealthQA 2025 Shared Task: Enhancing LLM Performance for Arabic Clinical Question Answering through Prompt Engineering and Ensemble Learning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.25/)**Mohamed Younes, Seif Ahmed, Mohamed Basem · Shared Tasks
52. **[!MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.42/)**Mohamed Basem, Mohamed Younes, Seif Ahmed et al. · Shared Tasks
53. **[$\mathbfA-SEA^3\mathbfL$-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation ↗](https://aclanthology.org/2025.arabicnlp-main.9/)**Kesen Wang, Daulet Toibazar, Pedro J Moreno Mengibar
54. **[3LM: Bridging Arabic, STEM, and Code through Benchmarking ↗](https://aclanthology.org/2025.arabicnlp-main.4/)**Basma El Amel Boussaha, Leen Al Qadi, Mugariya Farooq et al.
55. **[912 at TAQEEM 2025: A Distribution-aware Approach to Arabic Essay Scoring ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.136/)**Trong-Tai Dam Vu, Thìn Đặng Văn · Shared Tasks
56. **[AAA at MAHED Text-based Hate and Hope Speech Classification: A Systematic Encoder Evaluation for Arabic Hope and Hate Speech Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.83/)**Ahmed Khalil Elzainy, Mohamed Amin, Ahmed Samir et al. · Shared Tasks
57. **[ADAPT–MTU HAI at PalmX 2025: Leveraging Full and Parameter-Efficient LLM Fine-Tuning for Arabic Cultural QA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.110/)**Shehenaz Hossain, Haithem Afli · Shared Tasks
58. **[ADAPT–MTU HAI at QIAS2025: Dual-Expert LLM Fine-Tuning and Constrained Decoding for Arabic Islamic Inheritance Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.127/)**Shehenaz Hossain, Haithem Afli · Shared Tasks
59. **[AMAR at BAREC Shared Task 2025: Arabic Meta-learner for Assessing Readability ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.45/)**Mostafa Saeed, Rana Waly, Abdelaziz Ashraf Hussein · Shared Tasks
60. **[AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs ↗](https://aclanthology.org/2025.arabicnlp-main.37/)**Shahad Aboukozzana, Muhammad Kamran J Khan, Ahmed Ali
61. **[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/)**Yasmine El Abed, Mariem Ben Arbia, Saoussen Ben Chaabene et al. · Shared Tasks
62. **[ANLPers at AraGenEval Shared Task: Descriptive Author Tokens for Transparent Arabic Authorship Style Transfer](https://md.research.elamur.ai/free/en/papers/nacar-2025-anlpers-arageneval-shared-task-descriptive/)**Omer Nacar, Mahmoud Reda, Serry Sibaee et al. · Shared Tasks*our summary*
63. **[ANLPers at BAREC Shared Task 2025: Readability of Embeddings Training Neural Readability Classifiers on the BAREC Corpus ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.38/)**Serry Sibaee, Omer Nacar, Yasser Alhabashi et al. · Shared Tasks
64. **[ANLPers at MAHED2025: From Hate to Hope: Boosting Arabic Text Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.78/)**Yasser Alhabashi, Serry Sibaee, Omer Nacar et al. · Shared Tasks
65. **[ANLPers at QIAS: CoT for Islamic Inheritance ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.120/)**Serry Sibaee, Mahmoud Reda, Omer Nacar et al. · Shared Tasks
66. **[ANPLers at IqraEval Shared task: Adapting Whisper-large-v3 as Speech-to-Phoneme for Qur'anic Recitation Mispronunciation Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.64/)**Nour Qandos, Serry Sibaee, Samar Ahmad et al. · Shared Tasks
67. **[ARxHYOKA at TAQEEM2025: Comparative Approaches to Arabic Essay Trait Scoring ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.135/)**Mohamad Alnajjar, Ahmad Almoustafa, Tomohiro Nishiyama et al. · Shared Tasks
68. **[ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation ↗](https://aclanthology.org/2025.arabicnlp-main.8/)**Mohammed Sabry Mohammed, Mohammed Khalil
69. **[AYA at PalmX 2025: Modeling Cultural and Islamic Knowledge in LLMs ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.114/)**Jannatul Tajrin, Bir Ballav Roy, Firoj Alam · Shared Tasks
70. **[AZLU at ImagEval Shared Task: Bridging Linguistics and Cultural Gaps in Arabic Image Captioning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.60/)**Sarah Yassine · Shared Tasks
71. **[Abjad AI at NADI 2025: CATT-Whisper: Multimodal Diacritic Restoration Using Text and Speech Representations ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.104/)**Ahmad Ghannam, Naif Alharthi, Faris Alasmary et al. · Shared Tasks
72. **[Amr&MohamedSabaa at AraGenEval shared task: Arabic Authorship Identification using Term Frequency – Inverse Document Frequency Features with Supervised Machine Learning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.5/)**Amr Sabaa, Mohamed Sabaa · Shared Tasks
73. **[An Exploration of Knowledge Editing for Arabic ↗](https://aclanthology.org/2025.arabicnlp-main.34/)**Basel Mousi, Nadir Durrani, Fahim Dalvi
74. **[AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.28/)**Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr et al. · Shared Tasks
75. **[AraNLP at MAHED 2025 Shared Task: Using AraBERT for Text-based Hate and Hope Speech Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.97/)**Wafaa S. El-Kassas, Enas A. Hakim Khalil · Shared Tasks
76. **[AraS2P: Arabic Speech-to-Phonemes System ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.65/)**Bassam Mattar, Mohamed Fayed, Ayman Khalafallah · Shared Tasks
77. **[ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition ↗](https://aclanthology.org/2025.arabicnlp-main.17/)**Ali Abouzeid, Bilal Elbouardi, Mohamed Maged et al.
78. **[ArabJobs: A Multinational Corpus of Arabic Job Ads ↗](https://aclanthology.org/2025.arabicnlp-main.2/)**Mo El-Haj
79. **[Arabic Mental Health Question Answering: A Multi-Task Approach with Advanced Retrieval-Augmented Generation ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.27/)**AbdelAziz Amr, Mamdouh Koritam, Mohamed Youssef et al. · Shared Tasks
80. **[ArabicWeb-Edu: Educational Quality Data for Arabic LLM Training ↗](https://aclanthology.org/2025.arabicnlp-main.36/)**Majd Hawasly, Tasnim Mohiuddin, Hamdy Mubarak et al.
81. **[Athership at AraGenEval Shared Task: Identifying Arabic Authorship with a Dual-Model Logit Fusion ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.9/)**Mohamed Amin, Mahmoud Rady, Mariam Hossam et al. · Shared Tasks
82. **[Averroes at ImageEval 2025 Shared Task: Advancing Arabic Image Captioning with Augmentation and Two-Stage Generation ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.59/)**Mariam Saeed, Sarah Elshabrawy, Abdelrahman Hagrass et al. · Shared Tasks
83. **[AyahVerse at MAHED Shared Task: Fine-Tuning ArabicBERT with Preprocessing for Hope and Hate Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.92/)**Ibad-ur-Rehman Rashid, Muhammad Hashir Khalil · Shared Tasks
84. **[BAREC Shared Task 2025 on Arabic Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.34/)**Khalid N. Elmadani, Bashar Alhafni, Hanada Taha et al. · Shared Tasks
85. **[BUSTED at ARATECT Shared Task: A Comparative Study of Transformer-Based Models for Arabic AI-Generated Text Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.12/)**Ali Zain, Sareem Farooqui, Muhammad Rafi · Shared Tasks
86. **[BZU-AUM@ImageEval2025: An Arabic Image Captioning Dataset for Conflict Narratives with Human Annotation ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.54/)**Mohammed Alkhanafseh, Ola Surakhi, Abdallah Abedaljalill · Shared Tasks
87. **[Baoflowin502 at MAHED Shared Task: Text-based Hate and Hope Speech Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.91/)**Nguyen Minh Bao, Dang Van Thin · Shared Tasks
88. **[Binary_Bunch at AraHealthQA Track 1: Arabic Mental Health Q&A Classification Using Data Augmentation and Transformer Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.24/)**Sajib Bhattacharjee, Ratnajit Dhar, Kawsar Ahmed et al. · Shared Tasks
89. **[Burhan at IslamicEval: Fact-Augmented and LLM-Driven Retrieval for Islamic QA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.73/)**Mohammad Basheer, Watheq Mansour, Abdulhamid Touma et al. · Shared Tasks
90. **[CIOL at AraGenEval shared task: Authorship Identification and AI Generated Text Detection in Arabic using Pretrained Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.13/)**Sadia Tasnim Meem, Azmine Toushik Wasi · Shared Tasks
91. **[CIS-RG at QIAS 2025 Shared Task: Approaches for Enhancing Performance of LLM on Islamic Legal Reasoning and its Mathematical Calculations ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.129/)**Osama Farouk Zaki · Shared Tasks
92. **[CUET-823 at MAHED 2025 Shared Task: Large Language Model-Based Framework for Emotion, Offensive, and Hate Detection in Arabic ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.84/)**Ratnajit Dhar, Arpita Mallik · Shared Tasks
93. **[CUET-NLP_Team_SS306 at AraGenEval Shared Task: A Transformer-based Framework for Detecting AI-Generated Arabic Text ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.11/)**Sowrav Nath, Shadman Saleh, Kawsar Ahmed et al. · Shared Tasks
94. **[CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.128/)**Salah Eddine Bekhouche, Abdellah Zakaria Sellam, Telli Hichem et al. · Shared Tasks
95. **[Can LLMs Directly Retrieve Passages for Answering Questions from Qur'an? ↗](https://aclanthology.org/2025.arabicnlp-main.16/)**Sohaila Eltanbouly, Salam Albatarni, Shaimaa Hassanein et al.
96. **[Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions ↗](https://aclanthology.org/2025.arabicnlp-main.18/)**Houda Bouamor, Sara Al-Emadi, Zeinab Ibrahim et al.
97. **[Codezone Research Group at ImageEval Shared-Task 2: Arabic Image Captioning Using BLIP and M2M100: A Two-Stage Translation Approach for ImageEval 2025 ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.53/)**Abdulkadir Shehu Bichi · Shared Tasks
98. **[CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge Representation ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.111/)**Hunzalah Hassan Bhatti, Youssef Ahmed, Md Arid Hasan et al. · Shared Tasks
99. **[DesCartes-HOPE at MAHED Shared task 2025: Integrating Pragmatic Features for Arabic Hope and Hate Speech Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.86/)**Leila Moudjari, Hacène-Cherkaski Mélissa, Farah Benamara · Shared Tasks
100. **[Egyhealth at General Arabic Health QA (MedArabiQ): An Enhanced RAG Framework with Large-Scale Arabic Q&A Medical Data ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.31/)**Hossam Amer, Rawan Tarek Taha, Gannat Elsayed et al. · Shared Tasks

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