Who cites Xiaosong Ma
- Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language ModelsScience China Information SciencesQiguang Chen, Libo Qin, Jinhao Liu, et al.2025 · 176 citations
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Jais 2: A Family of Arabic-Centric Open Large Language ModelsarXiv:2608.13580Mohamed Anwar, Abed Alhakim Freihat, George Ibrahim, et al.2026 · 14 citations
- BALSAM: A Platform for Benchmarking Arabic Large Language ModelsArabic Natural Language Processing Conference (ArabicNLP)Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed, et al.2025 · 14 citations
- Fanar 2.0: Arabic Generative AI StackarXiv:2603.16397FANAR TEAM, Ummar Abbas, Mohammad Shahmeer Ahmad, et al.2026 · 11 citations
- 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
- MAWARITH: A Dataset and Benchmark for Legal Inheritance Reasoning with LLMsarXiv:2603.07539Abdessalam Bouchekif; Shahd Gaben; Samer Rashwani; Somaya Eltanbouly; Mutaz Al-Khatib; Heba Sbahi; Mohammed Ghaly;, Emad Mohamed2026 · 9 citations
- AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMsArabic Natural Language Processing Conference (ArabicNLP)Aisha Alansari, Hamzah Luqman2025 · 9 citations
- From RAG to Agentic RAG for Faithful Islamic Question AnsweringFindings of the Association for Computational LinguisticsGagan Bhatia, Hamdy Mubarak, Mustafa Jarrar, et al.2026 · 8 citations
- LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyue Zhang, Hualei Zhang, Xiaosong Ma, et al.2026 · 8 citations
- 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
- 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
- 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
- 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
- AraSafe: Benchmarking Safety in Arabic LLMsFindings of the Association for Computational LinguisticsHamdy Mubarak, Abubakr Mohamed, Majd Hawasly2025 · 6 citations
- 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
- 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
- MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkarXiv:2602.01714Mouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al.2026 · 5 citations
- Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Abdellah EL Mekki, Samar M. Magdy, Houdaifa Atou, et al.2026 · 4 citations
- Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM BenchmarksGo Inoue, Bashar Alhafni, Nizar Habash, et al.2026 · 4 citations
- 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
- 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
- MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance ProblemsArabic Natural Language Processing Conference (ArabicNLP)Jihad R'baiti, Chouaib El Hachimi, Youssef Hmamouche, et al.2025 · 4 citations
- PuxAI at QIAS 2025: Multi-Agent Retrieval-Augmented Generation for Islamic Inheritance and Knowledge ReasoningArabic Natural Language Processing Conference (ArabicNLP)Nguyen Xuan Phuc, Thìn Đặng Văn2025 · 4 citations
- 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
- 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
- ARB: A Comprehensive Arabic Multimodal Reasoning BenchmarkLanguage Resources and Evaluation Conference (LREC)Sara Ghaboura, Shubham Patle, Ketan More, et al.2026 · 3 citations
- Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect VariantsLanguage Resources and Evaluation Conference (LREC)Hunzalah Hassan Bhatti, Firoj Alam2026 · 3 citations
- HalluScore: Large Language Model Hallucination Question Answering BenchmarkarXiv:2605.17007Aisha Alansari, Hamzah Luqman2026 · 3 citations
- HalluTruthQA: A Fine-Grained Benchmark for Hallucination Detection, Localization, and Explanation in Arabic Question AnsweringarXiv:2607.20219Abdessalam Bouchekif; Mohammed-En-Nadhir Zighem; Salah Eddine Bekhouche; Hichem Telli; Somaya Eltanbouly; Shahd Gaben; Heba Sbahi; Samer Rashwani; Mutaz Al-Khatib; Emad Mohamed; Mohammed Ghaly;, Abdenour Hadid2026 · 3 citations
- Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and ExplanationHamdy Mubarak, Majd Hawasly, Abubakr Mohamed2026 · 3 citations
- Arabic Multimodal Machine Learning: Datasets, Applications, Approaches, and ChallengesarXiv:2508.12227Abdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, et al.2025 · 3 citations
- LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific ModelsArabic Natural Language Processing Conference (ArabicNLP)Kaoutar Zita, Attia Nehar, Abdelkader Khelil, et al.2025 · 3 citations
- A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-ArabicConference of the European Chapter of the Association for Computational Linguistics (EACL)Juan Moreno Gonzalez, Bashar Alhafni, Nizar Habash2026 · 2 citations
- 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
- 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
- More Data, Fewer Diacritics: Scaling Arabic TTSarXiv:2603.01622Ahmed Musleh, Yifan Zhang, Kareem Darwish2026 · 2 citations
- Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language ModelsFindings of the Association for Computational LinguisticsBasel Mousi, Fahim Dalvi, Shammur Absar Chowdhury, et al.2026 · 2 citations
- Silah at QIAS 2026: Fine-Tuning vs. Retrieval-Augmented Generation for Islamic Inheritance ReasoningWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksGhader Kurdi, Hanan Justanieah, Hala Justanieah2026 · 2 citations
- Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yongjiang Liu, Haoxi Li, Xiaosong Ma, et al.2026 · 2 citations
- WASIL: In-the-Wild Arabic Spoken Interactions with LLMsarXiv:2605.16364Zien Sheikh Ali, Hamdy Mubarak, Soon-Gyo Jung, et al.2026 · 2 citations
- Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and OutcomesArabic Natural Language Processing Conference (ArabicNLP)Basma El Amel Boussaha, Mohammed Alyafeai, Ahmed Alzubaidi, et al.2025 · 2 citations
- 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
- Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance CasesarXiv:2508.15796Nouar AlDahoul, Yasir Zaki2025 · 2 citations
- 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
- Tool Calling for Arabic LLMs: Data Strategies and Instruction TuningArabic Natural Language Processing Conference (ArabicNLP)Asım Ersoy, Enes Altinisik, Kareem Mohamed Darwish, et al.2025 · 2 citations
- A Bilingual Bimodal Benchmark for Arabic-English NLP across Grammatical Correction, Essay Scoring, Morphological Tagging, and Speech RecognitionLanguage Resources and Evaluation Conference (LREC)Bashar Alhafni, Injy Hamed, Fadhl Eryani, et al.2026 · 1 citation
- ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety ClassificationarXiv:2608.01291 · EMNLP 2026 FindingsWajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous, et al.2026 · 1 citation
- Are LLMs Good Text Diacritizers? An Arabic and Yoruba Case StudyHawau Olamide Toyin, Samar Mohamed Magdy, Hanan Aldarmaki2026 · 1 citation
- Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tobias Schreieder, Tim Schopf, Michael Färber2026 · 1 citation
- 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
- Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical TasksWorkshop on Linguistic Analysis for HealthChaimae Abouzahir, Congbo Ma, Nizar Habash, et al.2026 · 1 citation
- 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
- HalluTruthQA-4K: A Fine-Grained Corpus and Annotation Process for Arabic Hallucination Detection and Truth VerificationarXiv:2608.03966Salah Eddine Bekhouche; Abdessalam Bouchekif; Hichem Telli; Mohammed-En-Nadhir Zighem;, Abdenour Hadid2026 · 1 citation
- HARNESS: Lightweight Distilled Arabic Speech Foundation ModelsSpeech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LRECVrunda Nileshkumar Sukhadia, Shammur Absar Chowdhury2026 · 1 citation
- Morphemes Without Borders: Evaluating Root-Pattern Morphology in Arabic Tokenizers and LLMsarXiv:2603.15773Yara Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
- Morphemes without Borders: Evaluating Root–Pattern Morphology in Arabic Tokenizers and LLMsYara Yousif Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
- NAMAA at SemEval-2026 Task 9: Comparing Generative, Retrieval-Augmented, and Discriminative Methods for Arabic Online Polarization Detection and Type ClassificationInternational Workshop on Semantic Evaluation (SemEval)Abdelbasset Djamai, Sahara Al-Madi, Norah Al-Zaid, et al.2026 · 1 citation
- Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue TranslationarXiv:2609.10395Nada Esmaeil, Fathima Rena, Sibi Subhash, et al.2026 · 1 citation
- 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
- ArabicWeb-Edu: Educational Quality Data for Arabic LLM TrainingArabic Natural Language Processing Conference (ArabicNLP)Majd Hawasly, Tasnim Mohiuddin, Hamdy Mubarak, et al.2025 · 1 citation
- 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
- ARWI: Arabic Write and ImproveProceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025)Kirill Chirkunov, Bashar Alhafni, Chatrine Qwaider, et al.2025 · 1 citation
- Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksarXiv:2508.15797Nouar AlDahoul, Yasir Zaki2025 · 1 citation
- 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
- Enhancing Arabic Dialectal Sentiment Analysis through Advanced Data Augmentation TechniquesRecent Advances in Natural Language Processing (RANLP)Md. Rafiul Biswas, Wajdi Zaghouani2025 · 1 citation
- GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal DataarXiv:2505.17082Abderrahman Skiredj, Ferdaous Azhari, Houdaifa Atou, et al.2025 · 1 citation
- 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
- 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
- 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
- Arabic Morphosyntactic Tagging and Dependency Parsing with Large Language ModelsMohamed Adel, Bashar Alhafni, Nizar Habash2026
- Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard CalibrationarXiv:2608.29378Mohamad Zbib, Ammar Mohanna2026
- ArabiGEE: A Hierarchical Taxonomy for Arabic Grammatical Error ExplanationarXiv:2606.10765Khaled Elhady, Omar Kallas, Nizar Habash, et al.2026
- AraDynFact: Dynamic Evaluation of Factual Knowledge in ArabicarXiv:2609.35461Ignacio Iacobacci, Faroq Altam, Zhaozhi Qian, et al.2026
- AraREQ: A Dataset and End-to-End System for Conflict Detection and Resolution in Software RequirementsLanguage Resources and Evaluation Conference (LREC)Tymaa Hasanain Hammouda, Alaa Aljabari, Nagham Fahim Hamad, et al.2026
- Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM EvaluationarXiv:2604.03395Leen AlQadi, Ahmed Alzubaidi, Mohammed Alyafeai, et al.2026
- Benchmarking Arabic Authorship Attribution and Style Transfer with Large Language ModelsLanguage Resources and Evaluation Conference (LREC)Injy Hamed, Bashar Alhafni, Nizar Habash, et al.2026
- Beyond Cultural Knowledge: Evaluating Arabic Cultural Appropriateness of Large Language ModelsarXiv:2609.16006Enes Altinisik, Hamdy Mubarak, Masoomali Fatehkia, et al.2026
- 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
- Context-Aware Dialectal Arabic Machine Translation with Interactive Region and Register SelectionarXiv:2604.06456Afroza Nowshin, Prithweeraj Acharjee Porag, Haziq Jeelani, et al.2026
- Figurative and Cultural Knowledge in LLMs: Investigating Cross-Domain Transfer through Fine-TuningarXiv:2608.18361Mena Attia, Mona Diab, Thamar Solorio2026
- Grounding Arabic LLMs in the Doha Historical Dictionary: Retrieval-Augmented Understanding of Quran and HaditharXiv:2603.23972Somaya Eltanbouly, Samer Rashwani2026
- Halluscoring 2026: The first shared task on llms hallucination detection and answer verificationarXiv:2609.38355Aisha Alansari, Abdessalam Bouchekif, Ahmed Hasanaath, et al.2026
- How Foundation Models Behave for Arabic Image Captioning?Workshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksKhaoula Dahimi, Amel Belabbaci, Hadda Cherroun, et al.2026
- 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
- Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AIarXiv:2606.16629Mohammed Amine Mouhoub2026
- 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
- QAMAR: A New Fully Verified and Accurate Quranic Arabic Morphological Analysis Resource.Workshop on NLP for Languages Using Arabic ScriptSara Faqihi, Karim Bouzoubaa, Rachida Tajmout, et al.2026
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