---
title: "Workshop on NLP for Languages Using Arabic Script 2026 — all"
description: "51 works of Workshop on NLP for Languages Using Arabic Script 2026 in our library, the most cited first."
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# Workshop on NLP for Languages Using Arabic Script 2026: all papers in our library

51 works · 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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Saad Ezzini, Irfan Ahmad, Salmane Chafik, et al.*2026 · 10 citations*
2. **[AbjadMed: Arabic Medical Text Classification at AbjadNLP 2026](https://md.research.elamur.ai/free/en/papers/gupta-2026-abjadmed-arabic-medical-text-classification/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Pranav Gupta, Niranjan Kumar M, Balaji Nagarajan, et al.*2026 · 9 citations*
3. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Hasan Abed Al Kader Hammoud, Mohamad Bilal Zbib, Bernard Ghanem*2026 · 5 citations*
4. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Wajdi Zaghouani, Eman Sedqy Shlkamy, Mabrouka Bessghaier*2026 · 4 citations*
5. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Mo El-Haj*2026 · 3 citations*
6. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Mohamad Bilal Zbib, Hasan Abed Al Kader Hammoud, Ammar Mohanna, et al.*2026 · 3 citations*
7. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Omar Elshehy, Omer Nacar, Abdelbasset Djamai, et al.*2026 · 2 citations*
8. **[Current state of LLMs for Arabic dialectal machine translation](https://md.research.elamur.ai/free/en/papers/jon-2026-current-state-llms-arabic-dialectal/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Josef Jon, Rawan Bondok, Ondřej Bojar*2026 · 2 citations*
9. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ahmed Mustafa Younes*2026 · 2 citations*
10. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Najwa Abdullah AlGhamdi, Sadam Al-Azani, Kwabena Nuamah, et al.*2026 · 1 citation*
11. **[Murabaa: A comprehensive Resource Platform for Arabic Morphology](https://md.research.elamur.ai/free/en/papers/bouzoubaa-2026-murabaa-comprehensive-resource-platform-arabic/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Karim Bouzoubaa, Driss Namly, Hamid Jihad, et al.*2026 · 1 citation*
12. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ahmed Khamis, Hesham Ali Ahmed*2026 · 1 citation*
13. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ali Zain*2026 · 1 citation*
14. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Osamah A. I. Abduljalil, Dalal Ali, Razan A. Bajaman, et al.*2026*
15. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Sohaila Abdulsattar, Keith Ross*2026*
16. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Fawzia Zaal Alanazi, Asma Mohammed Alamri, Arwa Bin Saleh, et al.*2026*
17. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ghada Alfattni*2026*
18. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Samaher Alghamdi, Paul Rayson, Reem Alotibi*2026*
19. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Rabab Alkhalifa*2026*
20. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Wafa Mohammed Alshehri, Wasfi G. Al-khatib, Mohammad Ismail Amro*2026*
21. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Shahad Alsuhaibani, Mohamed Alkaoud*2026*
22. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Samir Belayachi, Azzeddine Mazroui*2026*
23. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Abdulkadir Shehu Bichi, Muqaddar Ali, Prashant Sharma, et al.*2026*
24. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Emad Eldin, Fatimah Mohamed*2026*
25. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Emad Eldin, Fatimah Mohamed*2026*
26. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Auda Elshokry, Mohammed Alhanjouri*2026*
27. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Sara Faqihi, Karim Bouzoubaa, Rachida Tajmout, et al.*2026*
28. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ahmed M. Fetouh, Mohammed Rahmath, Omer Dawood, et al.*2026*
29. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Sujith Kanakkassery*2026*
30. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Youssef Karout, Hadi Hamoud, Fadi A. Zaraket*2026*
31. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Rayyan S. Al Khadhuri, Firas Al Mahrouqi, Salim Al Mandhari, et al.*2026*
32. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Abdallah Khallouf*2026*
33. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ahmed Khamis*2026*
34. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ahmed Khamis*2026*
35. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Mariam Labib, Nsrin Ashraf, Ahmed M. Fetouh, et al.*2026*
36. **[ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and Platform](https://md.research.elamur.ai/free/en/papers/lahlou-2026-arabicdialecthub-cross-dialectal-arabic-learning/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Salem Lahlou*2026*
37. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Minh-Hoang Le*2026*
38. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Mohamed Hussein Mohamed, Shrouk Shalaby, Nesreen Mohamed*2026*
39. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Fizza Nawaz, Ibad-ur-Rehman Rashid, Uswa Abid, et al.*2026*
40. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Thanh Phu Nguyen, Tuan Thai Huy Nguyen Cu, Son Thai Pham, et al.*2026*
41. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Rabee Adel Al-Qasem*2026*
42. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Ibad-ur-Rehman Rashid, Junaid Hussain, Sadam Al-Azani*2026*
43. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Nahid Montasir Rifat, Foyez Ahmed Dewan*2026*
44. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Mahdi Alshaikh Saleh, Irfan Ahmad*2026*
45. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Gleb Shanshin*2026*
46. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Amrita Singh*2026*
47. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Olga Snissarenko*2026*
48. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Duy Minh Dao Sy, Trung Kiet Huynh, Nguyen Chi Tran, et al.*2026*
49. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Duy Minh Dao Sy, Trung Kiet Huynh, Nguyen Dinh Ha Duong, et al.*2026*
50. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Duy Minh Dao Sy, Nguyen Chi Tran, Trung Kiet Huynh, et al.*2026*
51. **[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/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Youssef Zaghloul*2026*
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