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Who cites Norah A. Alzahrani

122 citations of their works from 120 papers of our library (of the 149,439 whose bibliographies we read) · 108 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Norah A. Alzahrani

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  1. Fanar: An Arabic-Centric Multimodal Generative AI PlatformarXiv:2501.13944Fanar Team: Ummar Abbas, Mohammad Shahmeer Ahmad, Firoj Alam, et al.2025 · 127 citations
  2. AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMsInternational Conference on Computational Linguistics (COLING)Basel Mousi, Nadir Durrani, Fatema Ahmad, et al.2025 · 68 citations
  3. Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy, et al.2025 · 37 citations
  4. QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge AssessmentArabic Natural Language Processing Conference (ArabicNLP)Abdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed, et al.2025 · 32 citations
  5. Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law EvaluationArabic Natural Language Processing Conference (ArabicNLP)Abdessalam Bouchekif, Samer Rashwani, Heba Sbahi, et al.2025 · 31 citations
  6. A Survey of Large Language Models for Arabic Language and its DialectsACM Transactions on Asian and Low-Resource Language Information ProcessingMalak Mashaabi, Shahad Al-Khalifa, Hend Al-Khalifa2024 · 24 citations
  7. PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic CultureArabic Natural Language Processing Conference (ArabicNLP)Fakhraddin Alwajih, Abdellah El Mekki, Hamdy Mubarak, et al.2025 · 23 citations
  8. IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic ContentArabic Natural Language Processing Conference (ArabicNLP)Hamdy Mubarak, Rana Malhas, Watheq Mansour, et al.2025 · 19 citations
  9. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic DialectWorkshop on Language Models for Low-Resource LanguagesGuokan Shang, Hadi Abdine, Yousef Khoubrane, et al.2025 · 18 citations
  10. Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLMWorkshop on African Natural Language ProcessingYazeed Alnumay, Alexandre Barbet, Anna Bialas, et al.2025 · 18 citations
  11. Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura, et al.2025 · 16 citations
  12. Jais 2: A Family of Arabic-Centric Open Large Language ModelsarXiv:2608.13580Mohamed Anwar, Abed Alhakim Freihat, George Ibrahim, et al.2026 · 14 citations
  13. Fanar 2.0: Arabic Generative AI StackarXiv:2603.16397FANAR TEAM, Ummar Abbas, Mohammad Shahmeer Ahmad, et al.2026 · 11 citations
  14. How well can LLMs Grade Essays in Arabic?arXiv:2501.16516Rayed Ghazawi, Edwin Simpson2025 · 11 citations
  15. QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance ReasoningArabic Natural Language Processing Conference (ArabicNLP)Mohammad AL-Smadi2025 · 10 citations
  16. DialectalArabicMMLU: Benchmarking Dialectal Capabilities in Arabic and Multilingual Language ModelsLanguage Resources and Evaluation Conference (LREC)Malik H. Altakrori, Nizar Habash, Teresa Lynn, et al.2026 · 9 citations
  17. AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsArabic Natural Language Processing Conference (ArabicNLP)Aisha Alansari, Hamzah Luqman2025 · 9 citations
  18. Nile-Chat: Egyptian Language Models for Arabic and Latin ScriptsArabic Natural Language Processing Conference (ArabicNLP)Guokan Shang, Hadi Abdine, Ahmad Chamma, et al.2025 · 9 citations
  19. Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and GapsarXiv:2510.13430Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha, et al.2025 · 8 citations
  20. From Guidelines to Practice: A New Paradigm for Arabic Language Model EvaluationarXiv:2506.01920Serry Sibaee, Omer Nacar, Adel Ammar, et al.2025 · 8 citations
  21. Sacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious QuestionsProceedings of the AAAI/ACM Conference on AI Ethics and SocietyFarah Atif, Nursultan Askarbekuly, Kareem Darwish, et al.2025 · 8 citations
  22. From Words to Proverbs: Evaluating LLMs Linguistic and Cultural Competence in Saudi Dialects with AbsherarXiv:2507.10216Renad Al-Monef, Hassan Alhuzali, Nora Alturayeif, et al.2025 · 7 citations
  23. NYUAD at QIAS Shared Task: Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance CasesArabic Natural Language Processing Conference (ArabicNLP)Nouar AlDahoul, Yasir Zaki2025 · 7 citations
  24. The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models TextarXiv:2505.23276Maged S. Al-Shaibani, Moataz Ahmed2025 · 7 citations
  25. LAILA: A Large Trait-Based Dataset for Arabic Automated Essay ScoringConference of the European Chapter of the Association for Computational Linguistics (EACL)May Bashendy, Walid Massoud, Sohaila Eltanbouly, et al.2026 · 6 citations
  26. Lost in the Mix: Evaluating LLM Understanding of Code-Switched TextAnnual Meeting of the Association for Computational Linguistics (ACL)Amr Mohamed, Yang Zhang, Michalis Vazirgiannis, et al.2026 · 6 citations
  27. AraSafe: Benchmarking Safety in Arabic LLMsFindings of the Association for Computational LinguisticsHamdy Mubarak, Abubakr Mohamed, Majd Hawasly2025 · 6 citations
  28. Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese ArabicWorkshop on NLP for Languages Using Arabic ScriptSilvana Yakhni, Ali Chehab2025 · 6 citations
  29. Arabic Stable LM: Adapting Stable LM 2 1.6B to ArabicarXiv:2412.04277Zaid Alyafeai, Michael Pieler, Hannah Teufel, et al.2024 · 6 citations
  30. FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Masoomali Fatehkia, Enes Altinisik, Husrev Taha Sencar2026 · 5 citations
  31. Hala Technical Report Building Arabic-Centric Instruction & Translation Models at ScaleWorkshop on NLP for Languages Using Arabic ScriptHasan Abed Al Kader Hammoud, Mohamad Bilal Zbib, Bernard Ghanem2026 · 5 citations
  32. MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkarXiv:2602.01714Mouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al.2026 · 5 citations
  33. LLM Alignment for the Arabs: A Homogenous Culture or Diverse OnesWorkshop on Cross-Cultural Considerations in NLPAmr Keleg2025 · 5 citations
  34. MizanQA: Benchmarking Large Language Models on Moroccan Legal Question AnsweringarXiv:2508.16357Adil Bahaj, Mounir Ghogho2025 · 5 citations
  35. Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM BenchmarksGo Inoue, Bashar Alhafni, Nizar Habash, et al.2026 · 4 citations
  36. SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, et al.2026 · 4 citations
  37. HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QAArabic Natural Language Processing Conference (ArabicNLP)Mohamed Motasim Hamed, Nada Ghneim, Riad Sonbol2025 · 4 citations
  38. Kuwain 1.5B: An Arabic SLM via Language InjectionarXiv:2504.15120Khalil Hennara, Sara Chrouf, Mohamed Motaism Hamed, et al.2025 · 4 citations
  39. The Landscape of Arabic Large Language Models (ALLMs): A New Era for Arabic Language TechnologyarXiv:2506.01340Shahad Al-Khalifa; Nadir Durrani; Hend Al-Khalifa;, Firoj Alam2025 · 4 citations
  40. AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language ModelsWorkshop on NLP for Languages Using Arabic ScriptMohamad Bilal Zbib, Hasan Abed Al Kader Hammoud, Ammar Mohanna, et al.2026 · 3 citations
  41. Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect VariantsLanguage Resources and Evaluation Conference (LREC)Hunzalah Hassan Bhatti, Firoj Alam2026 · 3 citations
  42. HalluScore: Large Language Model Hallucination Question Answering BenchmarkarXiv:2605.17007Aisha Alansari, Hamzah Luqman2026 · 3 citations
  43. Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and ExplanationHamdy Mubarak, Majd Hawasly, Abubakr Mohamed2026 · 3 citations
  44. Athar at QIAS2025: LLM-based Question Answering Systems for Islamic Inheritance and Classical Islamic KnowledgeArabic Natural Language Processing Conference (ArabicNLP)Yossra Noureldien, Hassan Suliman, Farah Attallah, et al.2025 · 3 citations
  45. NYUAD at AraHealthQA Shared Task: Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksArabic Natural Language Processing Conference (ArabicNLP)Nouar AlDahoul, Yasir Zaki2025 · 3 citations
  46. Sadeed: Advancing Arabic Diacritization Through Small Language ModelarXiv:2504.21635Zeina Aldallal, Sara Chrouf, Khalil Hennara, et al.2025 · 3 citations
  47. Bridging Scientific Heritage: An Arabic — Russian Parallel Corpus and LLM Benchmark for Sustainable Knowledge TransferarXiv:2606.30943Mullosharaf K. Arabov2026 · 2 citations
  48. Instruction-Guided Poetry Generation in Arabic and Its DialectsFindings of the Association for Computational LinguisticsAbdelrahman Sadallah, Kareem Elozeiri, Mervat Abassy, et al.2026 · 2 citations
  49. MENASpeechBank: A Reference Voice Bank with Persona-Conditioned Multi-Turn Conversations for AudioLLMsarXiv:2602.07036Zien Sheikh Ali, Hunzalah Hassan Bhatti, Rabindra Nath Nandi, et al.2026 · 2 citations
  50. WASIL: In-the-Wild Arabic Spoken Interactions with LLMsarXiv:2605.16364Zien Sheikh Ali, Hamdy Mubarak, Soon-Gyo Jung, et al.2026 · 2 citations
  51. ADAPT–MTU HAI at QIAS2025: Dual-Expert LLM Fine-Tuning and Constrained Decoding for Arabic Islamic Inheritance ReasoningArabic Natural Language Processing Conference (ArabicNLP)Shehenaz Hossain, Haithem Afli2025 · 2 citations
  52. Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance CasesarXiv:2508.15796Nouar AlDahoul, Yasir Zaki2025 · 2 citations
  53. HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and HadithArabic Natural Language Processing Conference (ArabicNLP)Arwa Omayrah, Sakhar Alkhereyf, Ahmed Abdelali, et al.2025 · 2 citations
  54. Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art ModelsarXiv:2501.05478Malak Mansour, Ahmed Aly, Bahey Tharwat, et al.2025 · 2 citations
  55. Octopus: Towards Building the Arabic Speech LLM SuiteArabic Natural Language Processing Conference (ArabicNLP)Sara Althubaiti, Vasista Sai Lodagala, Tjad Clark, et al.2025 · 2 citations
  56. Saudi-Dialect-ALLaM: LoRA Fine-Tuning for Dialectal Arabic GenerationarXiv:2508.13525Hassan Barmandah2025 · 2 citations
  57. SEA-Team at QIAS 2025: Enhancing LLMs for Question Answering in Islamic TextsArabic Natural Language Processing Conference (ArabicNLP)Sanaa Alowaidi2025 · 2 citations
  58. Star at PalmX 2025: Arabic Cultural Understanding via Targeted Pretraining and Lightweight Fine-tuningArabic Natural Language Processing Conference (ArabicNLP)Eman Elrefai, Esraa Khaled, Alhassan Ehab2025 · 2 citations
  59. UI-Level Evaluation of ALLaM 34B: Measuring an Arabic-Centric LLM via HUMAIN ChatarXiv:2508.17378Omer Nacar2025 · 2 citations
  60. Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense DisambiguationArabic Natural Language Processing Conference (ArabicNLP)Yossra Noureldien, Abdelrazig Mohamed, Farah Attallah2025 · 2 citations
  61. Are LLMs Good Text Diacritizers? An Arabic and Yoruba Case StudyHawau Olamide Toyin, Samar Mohamed Magdy, Hanan Aldarmaki2026 · 1 citation
  62. Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMsarXiv:2607.03936Kareem Elozeiri, Mervat Abassy, Omar Kallas, et al.2026 · 1 citation
  63. Cultural Benchmarking of LLMs in Standard and Dialectal Arabic DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL)Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan, et al.2026 · 1 citation
  64. Linear Semantic Segmentation for Low-Resource Spoken DialectsFindings of the Association for Computational LinguisticsKirill Chirkunov, Younes Samih, Abed Alhakim Freihat, et al.2026 · 1 citation
  65. Morphemes Without Borders: Evaluating Root-Pattern Morphology in Arabic Tokenizers and LLMsarXiv:2603.15773Yara Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
  66. Morphemes without Borders: Evaluating Root–Pattern Morphology in Arabic Tokenizers and LLMsYara Yousif Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
  67. ADAPT–MTU HAI at PalmX 2025: Leveraging Full and Parameter-Efficient LLM Fine-Tuning for Arabic Cultural QAArabic Natural Language Processing Conference (ArabicNLP)Shehenaz Hossain, Haithem Afli2025 · 1 citation
  68. AraEval: An Arabic Multi-Task Evaluation Suite for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Alhanoof Althnian, Norah A. Alzahrani, Shaykhah Z. Alsubaie, et al.2025 · 1 citation
  69. Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksarXiv:2508.15797Nouar AlDahoul, Yasir Zaki2025 · 1 citation
  70. CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge RepresentationArabic Natural Language Processing Conference (ArabicNLP)Hunzalah Hassan Bhatti, Youssef Ahmed, Md Arid Hasan, et al.2025 · 1 citation
  71. Evaluation of Large Language Models on Arabic Punctuation PredictionWorkshop on NLP for Languages Using Arabic ScriptAsma Ali Al Wazrah, Afrah Altamimi, Hawra Aljasim, et al.2025 · 1 citation
  72. GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal DataarXiv:2505.17082Abderrahman Skiredj, Ferdaous Azhari, Houdaifa Atou, et al.2025 · 1 citation
  73. Hamyaria at PalmX2025: Leveraging Large Language Models to Improve Arabic Multiple-Choice Questions in Cultural and Islamic DomainsArabic Natural Language Processing Conference (ArabicNLP)Walid Al-Dhabyani, Hamzah A. Alsayadi2025 · 1 citation
  74. ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question AnsweringArabic Natural Language Processing Conference (ArabicNLP)Mohamed Gomaa, Noureldin Elmadany2025 · 1 citation
  75. Phoenix at Palmx: Exploring Data Augmentation for Arabic Cultural Question AnsweringArabic Natural Language Processing Conference (ArabicNLP)Houdaifa Atou, Issam Ait Yahia, Ismail Berrada2025 · 1 citation
  76. ALPS: A Diagnostic Challenge Set for Arabic Linguistic & Pragmatic ReasoningarXiv:2602.17054Hussein S. Al-Olimat, Ahmad Alshareef2026
  77. Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard CalibrationarXiv:2608.29378Mohamad Zbib, Ammar Mohanna2026
  78. ArabicNumBench: Evaluating Arabic Number Reading in Large Language ModelsarXiv:2602.18776Anas Alhumud, Abdulaziz Alhammadi, Muhammad Badruddin Khan2026
  79. Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM EvaluationarXiv:2604.03395Leen AlQadi, Ahmed Alzubaidi, Mohammed Alyafeai, et al.2026
  80. BARRAC: Adaptation of an English Aspect-based Sentiment Analysis Approach for Classification Tasks in Arabic DialectsarXiv:2609.38820Ali Almutairi, Gelareh Mohammadi, Imran Razzak, et al.2026
  81. Beyond Cultural Knowledge: Evaluating Arabic Cultural Appropriateness of Large Language ModelsarXiv:2609.16006Enes Altinisik, Hamdy Mubarak, Masoomali Fatehkia, et al.2026
  82. Beyond Poetry: Can Large Language Models Generate Classical Arabic Maqamat?arXiv:2609.28245AbdulRahman A. Morsy, Aya Zirikly Department of Computer Science, School of Engineering, et al.2026
  83. Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer SelectionarXiv:2608.00207 · Findings of the Association for Computational Linguistics: EMNLP 2026Chaimae Abouzahir, Musa Khan, Hala Ali-Hassan, et al.2026
  84. Context-Aware Dialectal Arabic Machine Translation with Interactive Region and Register SelectionarXiv:2604.06456Afroza Nowshin, Prithweeraj Acharjee Porag, Haziq Jeelani, et al.2026
  85. DIA2 - a Comprehensive and Diverse Diacritized Arabic Corpus for NLP ResearchWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksFatima Dekmak, Shady Elbassuoni, Khaled Shaban, et al.2026
  86. E-CONAN (Entailment, CONtradition And Neutral) Benchmarks: Arabic Textual Entailment and Natural Inference DatasetsIEEE AccessKhloud AL Jallad, Nada Ghneim, Ghaida Rebdawi2026
  87. EDRAC: Benchmarking Arabic Dialect Reading ComprehensionarXiv:2609.01113Noor Abo Mokh, Kirill Chirkunov, Teresa Lynn, et al.2026
  88. Grounding Arabic LLMs in the Doha Historical Dictionary: Retrieval-Augmented Understanding of Quran and HaditharXiv:2603.23972Somaya Eltanbouly, Samer Rashwani2026
  89. Harm or Humor: A Multimodal, Multilingual Benchmark for Overt and Covert Harmful HumorarXiv:2603.17759Ahmed Sharshar, Hosam Elgendy, Saad El Dine Ahmed, et al.2026
  90. Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching TextWorkshop on NLP for Languages Using Arabic ScriptSamaher Alghamdi, Paul Rayson, Reem Alotibi2026
  91. Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AIarXiv:2606.16629Mohammed Amine Mouhoub2026
  92. LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi MarketsWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksMona H. Albaqawi, Eman M. Albalkhi, Joud A. Albaiti, et al.2026
  93. Mizan: A National Benchmark for Evaluating Large Language Models on Iraqi Arabic and the Iraqi Civic ContextarXiv:2609.13980Nawar S. Alseelawi, Mustafa S. Aljumaily2026
  94. MizanQA: A Benchmark for Multi-Answer Moroccan Legal QAConference of the European Chapter of the Association for Computational Linguistics (EACL)Adil Bahaj, Mounir Ghogho2026
  95. Noise Steering for Controlled Text Generation: Improving Diversity and Reading-Level Fidelity in Arabic Educational Story GenerationWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Haziq Khalid, Salsabeel Shapsough, Imran Zualkernan2026
  96. Nuha-Speech: Building General-Purpose Arabic Speech-LLMsarXiv:2609.11892Yingzhi Wang, Reem Alhazzani, Muhammad Alqurishi2026
  97. On LLM Prompting Techniques for Arabic Language Arithmetic ReasoningWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksReem Alenezi, Ayed Atallah Salman2026
  98. QuranicMMLU: A Cognitively-Aware Benchmark for Evaluating Generative AI Solutions on Quranic Linguistic KnowledgearXiv:2609.22038 · Arabic NLP 2026Rawan El Ghali; Umm Kulsoom; Anas Madkoor; Dima Faris Alsaudi; Roaa Abdelmagid; Roaa Ibrahim; Raghad Mousa; Hamza Aljaji; Abdullah Khanafer; Abdallah Alkanani; Salah Feras Alali; Rawan Khaled Mohamed;, Ehsaneddin Asgari2026
  99. Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment TaxFindings of the Association for Computational LinguisticsZeli Su, Ziyin Zhang, Zhou Liu, et al.2026
  100. RightNow-Arabic-0.5B-Turbo: An Open Sub-1B Arabic Language Model via Vocabulary Injection and Edge-First DeploymentarXiv:2605.28827Jaber Jaber, Osama Jaber2026

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