Arabic Natural Language Processing

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16 papers in the last four weeks, against 1 the four weeks before. 0.2% of all new papers.

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  1. DialectSentEval 2026: Arabic Dialect Sentiment Analysis and Swapping Shared Task

    Oct 5, 2026Saad Ezzini, Shadi Abudalfa, Maram Alharbi +6Arabic Natural Language Processing

    King Fahd University of Petroleum and Minerals, KSA · Onaizah Colleges, KSA · University College of Applied Sciences, Palestine +5

  2. Yo-ByT5: Efficient and High-Fidelity Diacritic Restoration for Yorùbá

    Oct 1, 2026Ahmad Samuel Gali, Shamsuddeen Hassan MuhammadArabic Natural Language Processing

    University of Lagos · Bayero University Kano · Imperial College London

  3. SHAMS: An Audio-Grounded Pronunciation Benchmark for Levantine Arabic

    Oct 1, 2026Ben Sapirstein, Roy Mattar, Guy Mor-Lan +3Arabic Natural Language ProcessingArabic

    Reichman University · Independent Researcher · The Hebrew University of Jerusalem +2

  4. TTLab at Daleel 2026: STAR-Ar, Sequence Tagging for Argument Recognition in Arabic

    Sep 30, 2026Bhuvanesh Verma, Ali Abusaleh, Alexander MehlerArabic Natural Language ProcessingArabic

    Text Technology Lab (TTLab), Goethe University Frankfurt

  5. BARRAC: Adaptation of an English Aspect-based Sentiment Analysis Approach for Classification Tasks in Arabic Dialects

    Sep 30, 2026Ali Almutairi, Gelareh Mohammadi, Imran Razzak +1Arabic Natural Language ProcessingArabic

    University of New South Wales, Australia · MBZUAI, UAE

  6. Almieyar: A Culturally Grounded Benchmark for Multi-Dialect Arabic Speech Recognition

    Sep 28, 2026Omid Ghahroodi, Anas Madkoor, Dima Faris Al Saudi +37Arabic Natural Language ProcessingArabic

    QCRI, HBKU · Qatar University · UDST +15

  7. AraDynFact: Dynamic Evaluation of Factual Knowledge in Arabic

    Sep 28, 2026Ignacio Iacobacci, Faroq Altam, Zhaozhi Qian +1Arabic Natural Language ProcessingArabic

    Elm Company

  8. E-CONAN (Entailment, CONtradition And Neutral) Diagnostics Dataset Investigating Linguistic Phenomena in Arabic Natural Language Understanding

    Sep 27, 2026Khloud AL Jallad, Nada Ghneim, Ghaida RebdawiArabic Natural Language ProcessingNatural Language Processing

    Informatics Department, Higher Institute for Applied Sciences and Technology, Damascus, Syria. · Faculty of Informatics and Communication, Arab International University, Daraa, Syria.

  9. TTLab at AlexandriaX-2026: A Fine-Tuned Surface Tagger for Arabic Machine-Translation Error-Span Detection and Classification

    Sep 24, 2026Ali Abusaleh, Bhuvanesh Verma, Alexander MehlerArabic Natural Language ProcessingCharacter Error Rate

    Text Technology Lab (TTLab), Goethe University Frankfurt

  10. Beyond Poetry: Can Large Language Models Generate Classical Arabic Maqamat?

    Sep 23, 2026AbdulRahman A. Morsy, Aya ZiriklyPoetryArabic Natural Language Processing

    Department of Computer Science, School of Engineering and Applied Sciences, George Washington University, Washington DC, United States · Department of Computer Science, School of Engineering and Applied Sciences, George Washington University, Washington, DC, United States · Center for Speech and Language Processing, Whiting School of Engineering, Johns Hopkins University, Baltimore MD, United States +1

  11. NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Task

    Sep 22, 2026Peter Sullivan, Bashar Talafha, Ahmed Ashraf +11Arabic Natural Language ProcessingArabic

    The University of British Columbia · King Fahd University of Petroleum & Minerals · Avignon Université +4

  12. ARAFA: An LLM-Generated Arabic Fact-Checking Dataset

    Sep 22, 2026Christophe Khalil, Shady Elbassuoni, Rida AssafArabicArabic Natural Language Processing

    Computer Science, American University of Beirut, Beirut, Lebanon

  13. End-to-end Jordanian dialect speech-to-text self-supervised learning framework

    Sep 21, 2026Ali A. Safieh, Ibrahim Abu Alhaol, Rawan GhnematSelf-Supervised Speech ModelsArabic Natural Language Processing

    Data Science Department, King Hussein School of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan

  14. E-CONAN (Entailment, CONtradition And Neutral) Benchmarks: Arabic Textual Entailment and Natural Inference Datasets

    Sep 12, 2026Khloud AL Jallad, Nada Ghneim, Ghaida RebdawiArabic Natural Language ProcessingArabic

    Higher Institute for Applied Sciences and Technology, Damascus, Syria. · Arab International University, Daraa, Syria.

  15. Nuha-Speech: Building General-Purpose Arabic Speech-LLMs

    Sep 11, 2026Yingzhi Wang, Reem Alhazzani, Muhammad AlqurishiArabic Natural Language ProcessingArabic

    Elm Company, KSA

  16. Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue Translation

    Sep 9, 2026Nada Esmaeil, Fathima Rena, Sibi Subhash +4Arabic Natural Language ProcessingLow-Rank Adaptation Adapters

    Tanta University, Egypt · Alliance University, India · Robusta Studio, Egypt +2

  17. YallaMorph: A Benchmark for Evaluating Arabic Morphological Generation in Large Language Models

    Sep 9, 2026Mahmoud Reda, Salam Khalifa, Reham Marzouk +1Arabic Natural Language ProcessingMorphology

    New York University Abu Dhabi · Stony Brook University · Mohamed bin Zayed University of Artificial Intelligence

  18. EDRAC: Benchmarking Arabic Dialect Reading Comprehension

    Sep 1, 2026Noor Abo Mokh, Kirill Chirkunov, Teresa Lynn +15Arabic Natural Language ProcessingArabic

    Mohamed bin Zayed University of Artificial Intelligence · New York University Abu Dhabi · IBM Research AI +1

  19. AraSSM: A bidirectional state-space encoder for Arabic masked language modeling

    Aug 8, 2026Ahmed Amine Aliane, Hassina Aliane, Nasredine SemmarArabic Natural Language ProcessingHybrid Mamba-Transformer Model

    Arabic Institute for Translation, Algiers, Algeria · CERIST, Algeria · CEA LIST, Paris-Saclay, France

  20. Character Iconicity vs. Arbitrariness: An Arabic NLP Perspective

    Aug 3, 2026Dorieh Alomari, Irfan Ahmad, Maged S. Al-shaibaniArabic Natural Language ProcessingArabic

    King Fahd University of Petroleum and Minerals, Saudi Arabia · SDAIA–KFUPM JRC for AI, Saudi Arabia

  21. ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety Classification

    Aug 2, 2026Wajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous +1Arabic Natural Language ProcessingArabic

    Northwestern University in Qatar, Qatar · Hamad Bin Khalifa University, Qatar

  22. Evaluation of Adversarial Robustness in Arabic Language Models

    Jul 28, 2026Anwar Alajmi, Ayed Salman, Imtiaz AhmadArabic Natural Language ProcessingArabic

    Department of Computer Engineering, Kuwait University, Kuwait. · Department of Computer Science, College of Business Studies, Public Authority of Applied Education and Training, Kuwait.

  23. Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs

    Jul 4, 2026Kareem Elozeiri, Mervat Abassy, Omar Kallas +4Arabic Natural Language ProcessingDialects

    1Mohamed bin Zayed University of Artificial Intelligence · 2Qatar Computing Research Institute, Hamad Bin Khalifa University · 3Tohoku University +1

  24. CANDLE: Character-level Arabic Noise Deduplication using Lightweight Encoder

    Jun 23, 2026Faris Alasmary, Taif Nono, Orjuwan Zaafarani +5Arabic Natural Language ProcessingCharacter Error Rate

    1Abjad Ltd. · 2SDAIA - NCAI

  25. A Fusion-Aware Two-Stage Framework for Mispronunciation Detection and Diagnosis in Low-Resource Modern Standard Arabic

    Jun 23, 2026Jing Yang, Shuqing Zhang, Yongyi Deng +5Arabic Natural Language ProcessingArabic

    School of Electronic Information, Wuhan University, Wuhan Hubei, 430072, China · School of Computing and Information Systems, University of Melbourne, Melbourne, Australia · Northwestern Polytechnical University +1

  26. Can LLMs Control Readability? A Multi-Dimensional Evaluation Framework for CEFR-Controlled Arabic Generation

    Jun 20, 2026Nour Rabih, Chatrine Qwaider, Ted BriscoeArabic Natural Language ProcessingReadability

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

  27. Evaluation of Small Language Models for Arabic Language Processing

    Jun 19, 2026Jumana Alsubhi, Ahmed Alhusayni, Abdulrahman Gharawi +5Arabic Natural Language ProcessingSmall Large Language Models

    Naseej Innovation Lab, Naseej for Technology, Riyadh, Saudi Arabia.

  28. Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AI

    Jun 15, 2026Mohammed Amine MouhoubLarge Language Model ReliabilityArabic Natural Language Processing

    Paris Dauphine University

  29. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiArabic Natural Language ProcessingEmotion Recognition

    aADASCA Laboratory – Advanced Data Science and Cognitive Applications, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf (USTO-MB), Oran, Algeria

  30. Arabic Sentence Segmentation Across Genres and Punctuation Conditions

    Jun 6, 2026Mohammed Elkholy, Khalid N. Elmadani, Nizar Habash +1Document SegmentationArabic Natural Language Processing

    Mohamed bin Zayed University of Artificial Intelligence · New York University Abu Dhabi

  31. Building Arabic NLP from the Ground Up: Twenty Years of Lessons, Failures, and Open Problems

    May 20, 2026Wajdi ZaghouaniArabic Natural Language ProcessingArabic

    Communication Program Northwestern University in Qatar Doha, Qatar

  32. HalluScore: Large Language Model Hallucination Question Answering Benchmark

    May 16, 2026Aisha Alansari, Hamzah LuqmanArabic Natural Language ProcessingCultural Awareness

    Department of Information and Computer Science, King Fahd University of Petroleum and Minerals · SDAIA-KFUPM Joint Research Center for Artificial Intelligence

  33. Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues

    Apr 30, 2026Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan +13Arabic Natural Language ProcessingArabic

    Mohamed bin Zayed University of Artificial Intelligence · IBM Research AI · American University in the Emirates

  34. Instruction-Guided Poetry Generation in Arabic and Its Dialects

    Apr 30, 2026Abdelrahman Sadallah, Kareem Elozeiri, Mervat Abassy +5Arabic Natural Language ProcessingArabic

    Mohamed bin Zayed University of Artificial Intelligence

  35. Machine learning and emoji prediction: How much accuracy can MARBERT achieve?

    Apr 22, 2026Mohammed Q. Shormani, Ibrahim Abdulmalik Hassan Muneef Y. AlshawshArabic Natural Language Processing

    Ibb University, Yemen

  36. SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning

    Apr 21, 2026Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl +12Arabic Natural Language ProcessingArabic

    1MBZUAI · 2INSAIT, Sofia University ”St. Kliment Ohridski” · 3The University of Manchester +1

  37. Arabic Morphosyntactic Tagging and Dependency Parsing with Large Language Models

    Mar 17, 2026Mohamed Adel, Bashar Alhafni, Nizar HabashArabic Natural Language ProcessingArabic

    Computational Approaches to Modeling Language Lab 1New York University Abu Dhabi · 2Mohamed bin Zayed University of Artificial Intelligence

  38. SalamahBench: Dialect and Category Level Safety Evaluation of Arabic Language Models

    Feb 3, 2026Omar Abdelnasser, Fatemah Alharbi, Khaled Khasawneh +2Arabic Natural Language ProcessingArabic

    Compumacy for Artificial Intelligence Solutions, Cairo, Egypt · Computer Science Department, College of Computer Science and Engineering, Taibah University, Yanbu 46522, KSA · Electrical and Computer Engineering Department, George Mason University, VA, USA +2

  39. Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs

    Jan 18, 2026Hunzalah Hassan Bhatti, Firoj Alam, Shammur Absar ChowdhuryArabic Natural Language ProcessingArabic

    Qatar Computing Research Institute, Qatar