📰 ArabicNLP 2025 — accepted papers

ArabicNLP 2025 is the 2025 edition of the Arabic Natural Language Processing Conference (ArabicNLP), held in Suzhou, China, November 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 177 papers of it in 2 tracks; our library holds 7 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Shared Tasks138Main39

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. NYUAD at MAHED Shared Task: Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language ModelsNouar AlDahoul, Yasir Zaki · Shared Tasks6 citations
2. AraHealthQA 2025: The First Shared Task on Arabic Health Question AnsweringHassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed et al. · Shared Tasks4 citations
3. IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic ContentHamdy Mubarak, Rana Malhas, Watheq Mansour et al. · Shared Tasks4 citations
4. AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsAisha Alansari, Hamzah Luqman3 citations
5. Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law EvaluationAbdessalam Bouchekif, Samer Rashwani, Heba Sbahi et al.3 citations
6. MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic ContentWajdi Zaghouani, Md. Rafiul Biswas, Mabrouka Bessghaier et al. · Shared Tasks3 citations
7. Mind the Gap: A Review of Arabic Post-Training Datasets and Their LimitationsMohammed Alkhowaiter, Norah Alshahrani, Saied Alshahrani et al.3 citations
8. Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformerMohamed Nadhir Daoud, Mohamed Anouar Ben Messaoud · Shared Tasks3 citations
9. QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge AssessmentAbdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed et al. · Shared Tasks3 citations
10. BALSAM: A Platform for Benchmarking Arabic Large Language ModelsRawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed et al.2 citations

All accepted papers (177)

The most cited first; 7 with our summary link to their page here, the others to the original.

1. NYUAD at MAHED Shared Task: Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language ModelsNouar AlDahoul, Yasir Zaki · Shared Tasks6 citations
2. AraHealthQA 2025: The First Shared Task on Arabic Health Question AnsweringHassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed et al. · Shared Tasks4 citations
3. IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic ContentHamdy Mubarak, Rana Malhas, Watheq Mansour et al. · Shared Tasks4 citations
4. AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsAisha Alansari, Hamzah Luqman3 citations
5. Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law EvaluationAbdessalam Bouchekif, Samer Rashwani, Heba Sbahi et al.3 citations
6. MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic ContentWajdi Zaghouani, Md. Rafiul Biswas, Mabrouka Bessghaier et al. · Shared Tasks3 citations
7. Mind the Gap: A Review of Arabic Post-Training Datasets and Their LimitationsMohammed Alkhowaiter, Norah Alshahrani, Saied Alshahrani et al.3 citations
8. Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformerMohamed Nadhir Daoud, Mohamed Anouar Ben Messaoud · Shared Tasks3 citations
9. QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge AssessmentAbdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed et al. · Shared Tasks3 citations
10. BALSAM: A Platform for Benchmarking Arabic Large Language ModelsRawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed et al.2 citations
11. Bridging Dialectal Gaps in Arabic Medical LLMs through Model MergingAhmed Ibrahim, Abdullah Hosseini, Hoda Helmy et al.2 citations
12. Iqra'Eval: A Shared Task on Qur'anic Pronunciation AssessmentYassine El Kheir, Amit Meghanani, Hawau Olamide Toyin et al. · Shared Tasks2 citations
13. LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific ModelsKaoutar Zita, Attia Nehar, Abdelkader Khelil et al. · Shared Tasks2 citations
14. PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic CultureFakhraddin Alwajih, Abdellah El Mekki, Hamdy Mubarak et al. · Shared Tasks2 citations
15. TCE at IslamicEval 2025: Retrieval-Augmented LLMs for Quranic and Hadith Content Identification and VerificationMohammed ElKoumy, Khalid Allam, Ahmad Tamer et al. · Shared Tasks2 citations
16. The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text DetectionShadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al. · Shared Tasks2 citations · our summary
17. Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question AnsweringMuhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad et al. · Shared Tasks2 citations
18. Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense DisambiguationYossra Noureldien, Abdelrazig Mohamed, Farah Attallah2 citations
19. ALARB: An Arabic Legal Argument Reasoning BenchmarkHarethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein et al.1 citation
20. Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and OutcomesBasma 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 DetectionMohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr et al. · Shared Tasks1 citation
22. Athar at QIAS2025: LLM-based Question Answering Systems for Islamic Inheritance and Classical Islamic KnowledgeYossra Noureldien, Hassan Suliman, Farah Attallah et al. · Shared Tasks1 citation
23. AutoArabic: A Three-Stage Framework for Localizing Video-Text Retrieval BenchmarksMohamed 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 SolutionArij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan et al. · Shared Tasks1 citation
25. CIC-NLP at MAHED 2025 TASK 1:Assessing the Role of Bigram Augmentation in Multiclass Arabic Hate and Hope Speech ClassificationTolulope Olalekan Abiola, Oluwatobi Joseph Abiola, Ogunleye Temitope Dasola et al. · Shared Tasks1 citation

See all 177 papers in ArabicNLP 2025 — accepted papers →

📄 Papers with our summary in our library (7)

The most cited first (OpenAlex citations plus our library's).

1. The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text DetectionArabic Natural Language Processing Conference (ArabicNLP)Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali, et al.2025 · 36 citations
2. TuniFra: A Tunisian Arabic Speech Corpus with Orthographic Transcriptions and French TranslationsArabic Natural Language Processing Conference (ArabicNLP)Alex Choux, Marko Avila, Josep Crego, et al.2025 · 2 citations
3. MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and IdentificationArabic Natural Language Processing Conference (ArabicNLP)Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam, et al.2025 · 1 citation
4. Jenin at AraGenEval Shared Task: Parameter-Efficient Fine-Tuning and Layer-Wise Analysis of Arabic LLMs for Authorship Style Transfer and ClassificationArabic Natural Language Processing Conference (ArabicNLP)Huthayfa Malhis, Mohammad Tami, Huthaifa I. Ashqar2025 · 1 citation
5. ANLPers at AraGenEval Shared Task: Descriptive Author Tokens for Transparent Arabic Authorship Style TransferArabic Natural Language Processing Conference (ArabicNLP)Omer Nacar, Mahmoud Reda, Serry Sibaee, et al.2025 · 1 citation
6. Nojoom.AI at AraGenEval Shared Task: Arabic Authorship Style TransferArabic Natural Language Processing Conference (ArabicNLP)Hafsa Kara Achira, Mourad Bouache, Mourad Dahmane2025
7. Semitic Root Encoding: Tokenization Based on the Templatic Morphology of Semitic Languages in NMTBrendan T. Hatch, Stephen D. Richardson2025

🧭 Top topics

Topics of its works in our library, with the number of works on each.

Semitic languages (7)🔁Machine translation (1)🎙️Speech & spoken language (1)🧩Morphology (1)🕎Hebrew & Aramaic (1)✂️Tokenization & segmentation (1)French (1)Biblical Hebrew (1)

📚 Fields

🎭Arts and Humanities (7)🖥️Computer Science (7)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Brigham Young UniversityProvo · United States1 work here🎓King Fahd University of Petroleum and MineralsDhahran · Saudi Arabia1 work here🎓Prince Sultan UniversityRiyadh · Saudi Arabia1 work here🎓University of LuxembourgLuxembourg · Luxembourg1 work here🎓Zagazig UniversityZagazig · Egypt1 work here🎓Northwestern University in QatarDoha · Qatar1 work here🏢SystranParis · France1 work here🔬Laboratoire Informatique d'AvignonAvignon · France1 work here🎓Université Mohammed VI PolytechniqueMarrakesh · Morocco1 work here🎓VinUniversityHanoi · Vietnam1 work here🎓Hamad bin Khalifa UniversityDoha · Qatar1 work here🎓Tuwaiq AcademyRiyadh · Saudi Arabia1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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