---
title: "Workshop on NLP for Languages Using Arabic Script 2026 — all"
description: "All 70 papers of Workshop on NLP for Languages Using Arabic Script 2026, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/abjadnlp/2026/papers/"
---
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# 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](https://md.research.elamur.ai/free/en/venues/abjadnlp/2026/)

1. **[AbjadGenEval: Abjad AI Generated Text Detection Shared Task for Languages Using Arabic Script at AbjadNLP 2026](https://md.research.elamur.ai/free/en/papers/ezzini-2026-abjadgeneval-abjad-ai-generated-text/)**Saad 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 Models](https://md.research.elamur.ai/free/en/papers/zbib-2026-aralingbench-human-annotated-benchmark-evaluating/)**Mohamad 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 ↗](https://aclanthology.org/2026.abjadnlp-1.29/)**Nawal Haidar, Ahmad Kashmar, Fadi Zaraket*1 citation*
4. **[Current state of LLMs for Arabic dialectal machine translation](https://md.research.elamur.ai/free/en/papers/jon-2026-current-state-llms-arabic-dialectal/)**Josef Jon, Rawan Bondok, Ondřej Bojar*1 citation · our summary*
5. **[DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/younes-2026-deformar-visual-analytics-framework-evaluation/)**Ahmed Mustafa Younes*1 citation · our summary*
6. **[From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health Monitoring](https://md.research.elamur.ai/free/en/papers/zaghouani-2026-posts-pressure-arabic-dataset-about/)**Wajdi Zaghouani, Eman Sedqy Shlkamy, Mabrouka Bessghaier*1 citation · our summary*
7. **[KazakhOCR: A Synthetic Benchmark for Evaluating Multimodal Models in Low-Resource Kazakh Script OCR ↗](https://aclanthology.org/2026.abjadnlp-1.8/)**Henry Gagnier, Sophie Gagnier, Ashwin Kirubakaran*1 citation*
8. **[LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa](https://md.research.elamur.ai/free/en/papers/zain-2026-lorad-low-resource-ai-generated/)**Ali Zain*1 citation · our summary*
9. **[Murabaa: A comprehensive Resource Platform for Arabic Morphology](https://md.research.elamur.ai/free/en/papers/bouzoubaa-2026-murabaa-comprehensive-resource-platform-arabic/)**Karim Bouzoubaa, Driss Namly, Hamid Jihad et al.*1 citation · our summary*
10. **[A Corpus-Based Investigation of Contemporary Arabic Dialects Using the SADA Corpus](https://md.research.elamur.ai/free/en/papers/alfattni-2026-corpus-based-investigation-contemporary-arabic/)**Ghada Alfattni*our summary*
11. **[A Hybrid Confidence-Aware Framework for Arabic Toxicity Detection in Social Media](https://md.research.elamur.ai/free/en/papers/alanazi-2026-hybrid-confidence-aware-framework-arabic/)**Fawzia 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 Comprehension](https://md.research.elamur.ai/free/en/papers/alghamdi-2026-knowledge-graph-based-diagnostic-framework/)**Najwa Abdullah AlGhamdi, Sadam Al-Azani, Kwabena Nuamah et al.*our summary*
13. **[A Stylometric and Statistical Pipeline for Urdu AI-Generated Text Classification ↗](https://aclanthology.org/2026.abjadnlp-1.58/)**saeed A. Anabtawi
14. **[AbjadAuthorID: Authorship Identification for Arabic-Script Languages at AbjadNLP 2026 ↗](https://aclanthology.org/2026.abjadnlp-1.69/)**Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al.
15. **[AbjadMed: Arabic Medical Text Classification at AbjadNLP 2026](https://md.research.elamur.ai/free/en/papers/gupta-2026-abjadmed-arabic-medical-text-classification/)**Pranav Gupta, Niranjan Kumar M, Balaji Nagarajan et al.*our summary*
16. **[AbjadStyleTransfer: Authorship Style Transfer for Arabic-Script Languages at AbjadNLP 2026 ↗](https://aclanthology.org/2026.abjadnlp-1.70/)**Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al.
17. **[AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus ↗](https://aclanthology.org/2026.abjadnlp-1.23/)**Soumedhik Bharati, Shibam Mandal, Prithwish Ghosh et al.
18. **[Alkhalil Corpus: An Open-Source Thematic and Lemmatized Corpus for Modern Standard Arabic](https://md.research.elamur.ai/free/en/papers/belayachi-2026-alkhalil-corpus-open-source-thematic/)**Samir Belayachi, Azzeddine Mazroui*our summary*
19. **[AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic](https://md.research.elamur.ai/free/en/papers/elshehy-2026-aramodernbert-transtokenized-initialization-long-context/)**Omar Elshehy, Omer Nacar, Abdelbasset Djamai et al.*our summary*
20. **[Arabic Author Attribution Using Transformer-Based Models: Insights from the AbjadAuthorID Shared Task ↗](https://aclanthology.org/2026.abjadnlp-1.66/)**Ghader Kurdi
21. **[Arabic Citation Parsing using Part of Speech and Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/karout-2026-arabic-citation-parsing-part-speech/)**Youssef Karout, Hadi Hamoud, Fadi A. Zaraket*our summary*
22. **[Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/abdulsattar-2026-arabic-dialect-translation-small-llms/)**Sohaila Abdulsattar, Keith Ross*our summary*
23. **[Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error Analysis](https://md.research.elamur.ai/free/en/papers/abduljalil-2026-arabic-adapted-one-step-speech/)**Osamah A. I. Abduljalil, Dalal Ali, Razan A. Bajaman et al.*our summary*
24. **[ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and Platform](https://md.research.elamur.ai/free/en/papers/lahlou-2026-arabicdialecthub-cross-dialectal-arabic-learning/)**Salem Lahlou*our summary*
25. **[ArabicMedicalBERT-QA-82 at AbjadMed: Fighting Class Imbalance in Arabic Medical Text Classification](https://md.research.elamur.ai/free/en/papers/shanshin-2026-arabicmedicalbert-qa-82-abjadmed-fighting/)**Gleb Shanshin*our summary*
26. **[AyahVerse at AbjadGenEval Shared Task: Monolingual Precision and Cross-Lingual Analysis in Perso-Arabic AI Detection](https://md.research.elamur.ai/free/en/papers/nawaz-2026-ayahverse-abjadgeneval-shared-task-monolingual/)**Fizza Nawaz, Ibad-ur-Rehman Rashid, Uswa Abid et al.*our summary*
27. **[Character-Level Transformer for Tajik–Persian Transliteration with a Parallel Lexical Corpus ↗](https://aclanthology.org/2026.abjadnlp-1.10/)**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 ↗](https://aclanthology.org/2026.abjadnlp-1.37/)**Waleed Jamil, Saima Rafi
29. **[Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer ↗](https://aclanthology.org/2026.abjadnlp-1.28/)**Hasan Faraz Khan, Noor Fatima, Irfan Ahmad
30. **[From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry ↗](https://aclanthology.org/2026.abjadnlp-1.26/)**Noor Fatima, Hasan Faraz Khan, Irfan Ahmad
31. **[GATech at AbjadGenEval Shared Task: Multilingual Embeddings for Arabic Machine-Generated Text Classification](https://md.research.elamur.ai/free/en/papers/khamis-2026-gatech-abjadgeneval-shared-task-multilingual/)**Ahmed Khamis*our summary*
32. **[GATech at AbjadMed: Bidirectional Encoders vs. Causal Decoders: Insights from 82-Class Arabic Medical Classification](https://md.research.elamur.ai/free/en/papers/khamis-2026-gatech-abjadmed-bidirectional-encoders-vs/)**Ahmed Khamis*our summary*
33. **[HACS-TL: Cross-Script Transfer Learning for Hausa Ajami Hate Speech Detection Using Transformer-Based Architecture](https://md.research.elamur.ai/free/en/papers/bichi-2026-hacs-tl-cross-script-transfer/)**Abdulkadir Shehu Bichi, Muqaddar Ali, Prashant Sharma et al.*our summary*
34. **[HCMUS_PrisonDilemma at AbjadAuthorID Shared Task: Less is More with Base Models ↗](https://aclanthology.org/2026.abjadnlp-1.54/)**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 Classification](https://md.research.elamur.ai/free/en/papers/sy-2026-hcmus-prompterxprompter-abjadmed-when-classification/)**Duy 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 Transfer](https://md.research.elamur.ai/free/en/papers/sy-2026-hcmus-fangs-abjadstyletransfer-shared-task/)**Duy 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 Detection](https://md.research.elamur.ai/free/en/papers/sy-2026-hcmus-thefangs-abjadgeneval-shared-task/)**Duy Minh Dao Sy, Nguyen Chi Tran, Trung Kiet Huynh et al.*our summary*
38. **[Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale](https://md.research.elamur.ai/free/en/papers/hammoud-2026-hala-technical-report-building-arabic/)**Hasan Abed Al Kader Hammoud, Mohamad Bilal Zbib, Bernard Ghanem*our summary*
39. **[Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching Text](https://md.research.elamur.ai/free/en/papers/alghamdi-2026-improving-state-art-models-sentiment/)**Samaher Alghamdi, Paul Rayson, Reem Alotibi*our summary*
40. **[Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text Detection](https://md.research.elamur.ai/free/en/papers/eldin-2026-kashif-ai-abjadgeneval-shared-task/)**Fatimah Mohamed Emad Eldin*our summary*
41. **[KvochurHegel at AbjadMed: Combining LDAM Loss and Adversarial Training for Arabic Medical Question-Answer Classification](https://md.research.elamur.ai/free/en/papers/le-2026-kvochurhegel-abjadmed-combining-ldam-loss/)**Minh-Hoang Le*our summary*
42. **[LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models](https://md.research.elamur.ai/free/en/papers/khamis-2026-llm-speech-synthetic-data-pipeline/)**Ahmed Khamis, Hesham Ali Ahmed*our summary*
43. **[MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level Fusion](https://md.research.elamur.ai/free/en/papers/singh-2026-medarabs-abjadmed-arabic-medical-text/)**Amrita Singh*our summary*
44. **[MetaSwarm at AbjadMed: Forensic Optimization and Class-Balanced Discovery for Medical Diglossia in Abjad Scripts ↗](https://aclanthology.org/2026.abjadnlp-1.21/)**Rahul Jaisy
45. **[Morphological Feature Extraction for Fine-Grained Sorani Kurdish Dialect Identification: A Hybrid Transformer-Linguistic Approach ↗](https://aclanthology.org/2026.abjadnlp-1.24/)**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 Detection](https://md.research.elamur.ai/free/en/papers/mohamed-2026-nileun-abjadgeneval-shared-task-contrastive/)**Mohamed Hussein Mohamed, Shrouk Shalaby, Nesreen Mohamed*our summary*
47. **[OMAN-SPEECH: A Multi-Layer Annotated Speech Corpus for Omani Arabic Dialects](https://md.research.elamur.ai/free/en/papers/khadhuri-2026-oman-speech-multi-layer-annotated/)**Rayyan 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 Task](https://md.research.elamur.ai/free/en/papers/snissarenko-2026-olga-snissarenko-abjadmed-arabic-clinical/)**Olga Snissarenko*our summary*
49. **[Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection](https://md.research.elamur.ai/free/en/papers/elshokry-2026-optimizer-choice-calibration-qarib-arabic/)**Auda Elshokry, Mohammed Alhanjouri*our summary*
50. **[Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction](https://md.research.elamur.ai/free/en/papers/alkhalifa-2026-optimizing-what-we-trust-reliability/)**Rabab Alkhalifa*our summary*
51. **[Orthographic Robustness of Persian Named Entity Recognition Models ↗](https://aclanthology.org/2026.abjadnlp-1.14/)**Henry Gagnier, Sophie Gagnier
52. **[Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition](https://md.research.elamur.ai/free/en/papers/alshehri-2026-parameter-efficient-adaptation-self-supervised/)**Wafa Mohammed Alshehri, Wasfi G. Al-khatib, Mohammad Ismail Amro*our summary*
53. **[QAMAR: A New Fully Verified and Accurate Quranic Arabic Morphological Analysis Resource.](https://md.research.elamur.ai/free/en/papers/faqihi-2026-qamar-new-fully-verified-accurate/)**Sara Faqihi, Karim Bouzoubaa, Rachida Tajmout et al.*our summary*
54. **[QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship Attribution](https://md.research.elamur.ai/free/en/papers/zaghloul-2026-qalamid-abjadauthorid-shared-task-morphology/)**Youssef Zaghloul*our summary*
55. **[QurSci-Onto: A Hierarchical Ontology and Dataset for Scientific Exegesis in the Quran](https://md.research.elamur.ai/free/en/papers/rashid-2026-qursci-onto-hierarchical-ontology-dataset/)**Ibad-ur-Rehman Rashid, Junaid Hussain, Sadam Al-Azani*our summary*
56. **[R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification ↗](https://aclanthology.org/2026.abjadnlp-1.67/)**Rania Azad M. San Ahmed, Rebwar M. Nabi
57. **[REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection](https://md.research.elamur.ai/free/en/papers/labib-2026-reglat-abjadgeneval-multi-model-ensemble/)**Mariam Labib, Nsrin Ashraf, Ahmed M. Fetouh et al.*our summary*
58. **[REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture](https://md.research.elamur.ai/free/en/papers/fetouh-2026-reglat-abjadmed-handling-imbalanced-arabic/)**Ahmed 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 Task](https://md.research.elamur.ai/free/en/papers/rifat-2026-reignite-abjadmed-imbalance-aware-fine/)**Nahid Montasir Rifat, Foyez Ahmed Dewan*our summary*
60. **[Rethinking Polarity Detection: When BPE Fails Across Scripts ↗](https://aclanthology.org/2026.abjadnlp-1.2/)**Manodyna K H, Luc De Nardi
61. **[Seeing Words Differently: Visual Embeddings for Robust English-Arabic Machine Translation](https://md.research.elamur.ai/free/en/papers/saleh-2026-seeing-words-differently-visual-embeddings/)**Mahdi Alshaikh Saleh, Irfan Ahmad*our summary*
62. **[Sujith Kanakkassery at AbjadMed: Imbalance-Aware Transformer Fine-tuning for Arabic Medical Text Classification](https://md.research.elamur.ai/free/en/papers/kanakkassery-2026-sujith-kanakkassery-abjadmed-imbalance-aware/)**Sujith Kanakkassery*our summary*
63. **[Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERT](https://md.research.elamur.ai/free/en/papers/nguyen-2026-supachoke-abjadmed-enhancing-arabic-medical/)**Thanh Phu Nguyen, Tuan Thai Huy Nguyen Cu, Son Thai Pham et al.*our summary*
64. **[Tarab: A Multi-Dialect Corpus of Arabic Lyrics and Poetry](https://md.research.elamur.ai/free/en/papers/haj-2026-tarab-multi-dialect-corpus-arabic/)**Mo El-Haj*our summary*
65. **[Tashkees-AI at AbjadMed 2026: Flat vs. Hierarchical Classification for Fine-Grained Arabic Medical QA](https://md.research.elamur.ai/free/en/papers/eldin-2026-tashkees-ai-abjadmed-2026-flat/)**Fatimah Mohamed Emad Eldin*our summary*
66. **[U-MIRAGE: Benchmarking Chain-of-Thought Reasoning for Urdu Medical QA ↗](https://aclanthology.org/2026.abjadnlp-1.55/)**Ali Faheem, Faizad Ullah, Muhammad Hammad et al.
67. **[U-RoCX: An xLSTM based Approach to AI-Generated Urdu Text Detection](https://md.research.elamur.ai/free/en/papers/qasem-2026-u-rocx-xlstm-based-approach/)**Rabee Adel Al-Qasem*our summary*
68. **[Uslub at AbjadAuthorID Shared Task: A Comparative Analysis of Traditional Machine Learning and Transformer-Based Models for Authorship Attribution in Arabic and Urdu](https://md.research.elamur.ai/free/en/papers/alsuhaibani-2026-uslub-abjadauthorid-shared-task-comparative/)**Shahad Alsuhaibani, Mohamed Alkaoud*our summary*
69. **[XLMR-Urdu at AbjadGenEval Shared Task: A Data-Centric Transformer-Based Approach for AI-Generated Urdu Text Detection ↗](https://aclanthology.org/2026.abjadnlp-1.56/)**Mohannad Mohammad Hendi
70. **[baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification](https://md.research.elamur.ai/free/en/papers/khallouf-2026-baellouf-abjadmed-efficient-fine-tuning/)**Abdallah Khallouf*our summary*
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