📰 Workshop on NLP for Languages Using Arabic Script 2026: all accepted papers

70 papers · the most cited first · ← Workshop on NLP for Languages Using Arabic Script 2026

1. AbjadGenEval: Abjad AI Generated Text Detection Shared Task for Languages Using Arabic Script at AbjadNLP 2026Saad Ezzini, Irfan Ahmad, Salmane Chafik et al.1 citation · our summary
2. AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language ModelsMohamad Bilal Zbib, Hasan Abed Al Kader Hammoud, Ammar Mohanna et al.1 citation · our summary
3. Back-of-the-Book Index Automation for Arabic Documents ↗Nawal Haidar, Ahmad Kashmar, Fadi Zaraket1 citation
4. Current state of LLMs for Arabic dialectal machine translationJosef Jon, Rawan Bondok, Ondřej Bojar1 citation · our summary
5. DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity RecognitionAhmed Mustafa Younes1 citation · our summary
6. From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health MonitoringWajdi Zaghouani, Eman Sedqy Shlkamy, Mabrouka Bessghaier1 citation · our summary
7. KazakhOCR: A Synthetic Benchmark for Evaluating Multimodal Models in Low-Resource Kazakh Script OCR ↗Henry Gagnier, Sophie Gagnier, Ashwin Kirubakaran1 citation
8. LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTaAli Zain1 citation · our summary
9. Murabaa: A comprehensive Resource Platform for Arabic MorphologyKarim Bouzoubaa, Driss Namly, Hamid Jihad et al.1 citation · our summary
10. A Corpus-Based Investigation of Contemporary Arabic Dialects Using the SADA CorpusGhada Alfattniour summary
11. A Hybrid Confidence-Aware Framework for Arabic Toxicity Detection in Social MediaFawzia Zaal Alanazi, Asma Mohammed Alamri, Arwa Bin Saleh et al.our summary
12. A Knowledge Graph Based Diagnostic Framework for Analyzing Hallucinations in Arabic Machine Reading ComprehensionNajwa Abdullah AlGhamdi, Sadam Al-Azani, Kwabena Nuamah et al.our summary
13. A Stylometric and Statistical Pipeline for Urdu AI-Generated Text Classification ↗saeed A. Anabtawi
14. AbjadAuthorID: Authorship Identification for Arabic-Script Languages at AbjadNLP 2026 ↗Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al.
15. AbjadMed: Arabic Medical Text Classification at AbjadNLP 2026Pranav Gupta, Niranjan Kumar M, Balaji Nagarajan et al.our summary
16. AbjadStyleTransfer: Authorship Style Transfer for Arabic-Script Languages at AbjadNLP 2026 ↗Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al.
17. AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus ↗Soumedhik Bharati, Shibam Mandal, Prithwish Ghosh et al.
18. Alkhalil Corpus: An Open-Source Thematic and Lemmatized Corpus for Modern Standard ArabicSamir Belayachi, Azzeddine Mazrouiour summary
19. AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for ArabicOmar Elshehy, Omer Nacar, Abdelbasset Djamai et al.our summary
20. Arabic Author Attribution Using Transformer-Based Models: Insights from the AbjadAuthorID Shared Task ↗Ghader Kurdi
21. Arabic Citation Parsing using Part of Speech and Named Entity RecognitionYoussef Karout, Hadi Hamoud, Fadi A. Zaraketour summary
22. Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement LearningSohaila Abdulsattar, Keith Rossour summary
23. Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error AnalysisOsamah A. I. Abduljalil, Dalal Ali, Razan A. Bajaman et al.our summary
24. ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and PlatformSalem Lahlouour summary
25. ArabicMedicalBERT-QA-82 at AbjadMed: Fighting Class Imbalance in Arabic Medical Text ClassificationGleb Shanshinour summary
26. AyahVerse at AbjadGenEval Shared Task: Monolingual Precision and Cross-Lingual Analysis in Perso-Arabic AI DetectionFizza Nawaz, Ibad-ur-Rehman Rashid, Uswa Abid et al.our summary
27. Character-Level Transformer for Tajik–Persian Transliteration with a Parallel Lexical Corpus ↗Arabov Mullosharaf Kurbonovich
28. Code-Switching as a Safety Failure Mode in Large Language Models: An Empirical Study of Roman Urdu across English, Mixed, and Transliteration-Only Inputs ↗Waleed Jamil, Saima Rafi
29. Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer ↗Hasan Faraz Khan, Noor Fatima, Irfan Ahmad
30. From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry ↗Noor Fatima, Hasan Faraz Khan, Irfan Ahmad
31. GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text ClassificationAhmed Khamisour summary
32. GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical ClassificationAhmed Khamisour summary
33. HACS-TL: Cross-Script Transfer Learning for Hausa Ajami Hate Speech Detection Using Transformer-Based ArchitectureAbdulkadir Shehu Bichi, Muqaddar Ali, Prashant Sharma et al.our summary
34. HCMUS_PrisonDilemma at AbjadAuthorID Shared Task: Less is More with Base Models ↗Trung Kiet Huynh, Duy Minh Dao Sy, Nguyen Chi Tran et al.
35. HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text ClassificationDuy Minh Dao Sy, Trung Kiet Huynh, Nguyen Dinh Ha Duong et al.our summary
36. HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style TransferDuy Minh Dao Sy, Trung Kiet Huynh, Nguyen Chi Tran et al.our summary
37. HCMUS_TheFangs at AbjadGenEval Shared Task: Weighted Layer Pooling with Attention Fusion for Arabic AI-Generated Text DetectionDuy Minh Dao Sy, Nguyen Chi Tran, Trung Kiet Huynh et al.our summary
38. Hala Technical Report Building Arabic-Centric Instruction & Translation Models at ScaleHasan Abed Al Kader Hammoud, Mohamad Bilal Zbib, Bernard Ghanemour summary
39. Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching TextSamaher Alghamdi, Paul Rayson, Reem Alotibiour summary
40. Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text DetectionFatimah Mohamed Emad Eldinour summary
41. KvochurHegel at AbjadMed: Combining LDAM Loss and Adversarial Training for Arabic Medical Question-Answer ClassificationMinh-Hoang Leour summary
42. LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech ModelsAhmed Khamis, Hesham Ali Ahmedour summary
43. MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level FusionAmrita Singhour summary
44. MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts ↗Rahul Jaisy
45. Morphological Feature Extraction for Fine-Grained Sorani Kurdish Dialect Identification: A Hybrid Transformer-Linguistic Approach ↗Soumedhik Bharati, Shibam Mandal, Subham Majumdar et al.
46. NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text DetectionMohamed Hussein Mohamed, Shrouk Shalaby, Nesreen Mohamedour summary
47. OMAN-SPEECH: A Multi-Layer Annotated Speech Corpus for Omani Arabic DialectsRayyan S. Al Khadhuri, Firas Al Mahrouqi, Salim Al Mandhari et al.our summary
48. Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared TaskOlga Snissarenkoour summary
49. Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language DetectionAuda Elshokry, Mohammed Alhanjouriour summary
50. Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment PredictionRabab Alkhalifaour summary
51. Orthographic Robustness of Persian Named Entity Recognition Models ↗Henry Gagnier, Sophie Gagnier
52. Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech RecognitionWafa Mohammed Alshehri, Wasfi G. Al-khatib, Mohammad Ismail Amroour summary
53. QAMAR: A New Fully Verified and Accurate Quranic Arabic Morphological Analysis Resource.Sara Faqihi, Karim Bouzoubaa, Rachida Tajmout et al.our summary
54. QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship AttributionYoussef Zaghloulour summary
55. QurSci-Onto: A Hierarchical Ontology and Dataset for Scientific Exegesis in the QuranIbad-ur-Rehman Rashid, Junaid Hussain, Sadam Al-Azaniour summary
56. R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification ↗Rania Azad M. San Ahmed, Rebwar M. Nabi
57. REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text DetectionMariam Labib, Nsrin Ashraf, Ahmed M. Fetouh et al.our summary
58. REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP ArchitectureAhmed M. Fetouh, Mohammed Rahmath, Omer Dawood et al.our summary
59. REIGNITE at AbjadMed: Imbalance-Aware Fine-Tuning of Pretrained Arabic Transformers for Arabic Medical Text Classification TaskNahid Montasir Rifat, Foyez Ahmed Dewanour summary
60. Rethinking Polarity Detection: When BPE Fails Across Scripts ↗Manodyna K H, Luc De Nardi
61. Seeing Words Differently: Visual Embeddings for Robust English-Arabic Machine TranslationMahdi Alshaikh Saleh, Irfan Ahmadour summary
62. Sujith Kanakkassery at AbjadMed: Imbalance-Aware Transformer Fine-tuning for Arabic Medical Text ClassificationSujith Kanakkasseryour summary
63. Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERTThanh Phu Nguyen, Tuan Thai Huy Nguyen Cu, Son Thai Pham et al.our summary
64. Tarab: A Multi-Dialect Corpus of Arabic Lyrics and PoetryMo El-Hajour summary
65. Tashkees-AI at AbjadMed 2026: Flat vs. Hierarchical Classification for Fine-Grained Arabic Medical QAFatimah Mohamed Emad Eldinour summary
66. U-MIRAGE: Benchmarking Chain-of-Thought Reasoning for Urdu Medical QA ↗Ali Faheem, Faizad Ullah, Muhammad Hammad et al.
67. U-RoCX: An xLSTM based Approach to AI-Generated Urdu Text DetectionRabee Adel Al-Qasemour summary
68. Uslub at AbjadAuthorID Shared Task: A Comparative Analysis of Traditional Machine Learning and Transformer-Based Models for Authorship Attribution in Arabic and UrduShahad Alsuhaibani, Mohamed Alkaoudour summary
69. XLMR-Urdu at AbjadGenEval Shared Task: A Data-Centric Transformer-Based Approach for AI-Generated Urdu Text Detection ↗Mohannad Mohammad Hendi
70. baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA ClassificationAbdallah Khalloufour summary

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