---
title: "Who cites ARBERT & MARBERT: Deep Bidirectional…"
description: "335 papers of the Elamur Research library cite «ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic», found in their bibliographies; the most…"
canonical: "https://research.elamur.ai/free/en/papers/abdul-mageed-2021-arbert-marbert-deep-bidirectional-transformers/cited-by/"
---
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# Who cites «ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic»

335 papers of our library cite it (of the 140,884 whose bibliographies we read) · 79 with a page here, the most cited first · [← the paper](https://md.research.elamur.ai/free/en/papers/abdul-mageed-2021-arbert-marbert-deep-bidirectional-transformers/)

1. [**The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models**Go Inoue, Bashar Alhafni, Nurpeiis Baimukan, et al.*2021 · 365 citations*](https://md.research.elamur.ai/free/en/papers/inoue-2021-interplay-variant-size-task-type/)
2. [**Having Beer after Prayer? Measuring Cultural Bias in Large Language Models**Tarek Naous, Michael J. Ryan, Alan Ritter, et al.*2023 · 268 citations*](https://md.research.elamur.ai/free/en/papers/naous-2023-having-beer-after-prayer-measuring/)
3. [**Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models**Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, et al.*2023 · 217 citations*](https://md.research.elamur.ai/free/en/papers/sengupta-2023-jais-jais-chat-arabic-centric/)
4. [**AraT5: Text-to-Text Transformers for Arabic Language Generation**El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed*2022 · 201 citations*](https://md.research.elamur.ai/free/en/papers/nagoudi-2022-arat5-text-text-transformers-arabic/)
5. [**SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and Arabic**Ibrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.*2022 · 146 citations*](https://md.research.elamur.ai/free/en/papers/farha-2022-semeval-2022-task-6-isarcasmeval/)
6. [**ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic**Fajri Koto, Haonan Li, Sara Shatnawi, et al.*2024 · 116 citations*](https://md.research.elamur.ai/free/en/papers/koto-2024-arabicmmlu-assessing-massive-multitask-language/)
7. [**Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic**Ibrahim Abu Farha, Wajdi Zaghouani, Walid Magdy*2021 · 112 citations*](https://md.research.elamur.ai/free/en/papers/farha-2021-overview-wanlp-2021-shared-task/)
8. [**JGLUE: Japanese General Language Understanding Evaluation**Kentaro Kurihara, Daisuke Kawahara, Tomohide Shibata*2022 · 90 citations*](https://md.research.elamur.ai/free/en/papers/kurihara-2022-jglue-japanese-general-language-understanding/)
9. [**Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT**Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem*2022 · 73 citations*](https://md.research.elamur.ai/free/en/papers/jarrar-2022-wojood-nested-arabic-named-entity/)
10. [**Evaluating Various Tokenizers for Arabic Text Classification**Zaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, et al.*2021 · 66 citations*](https://md.research.elamur.ai/free/en/papers/alyafeai-2021-evaluating-various-tokenizers-arabic-text/)
11. [**Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation**Bashar Alhafni, Go Inoue, Christian Khairallah, et al.*2023 · 38 citations*](https://md.research.elamur.ai/free/en/papers/alhafni-2023-advancements-arabic-grammatical-error-detection/)
12. [**DziriBERT: a Pre-trained Language Model for the Algerian Dialect**Amine Abdaoui, Mohamed Berrimi, Mourad Oussalah, et al.*2021 · 38 citations*](https://md.research.elamur.ai/free/en/papers/abdaoui-2021-dziribert-pre-trained-language-model/)
13. [**Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation**Abeer Abuzayed, Hend Al-Khalifa*2021 · 36 citations*](https://md.research.elamur.ai/free/en/papers/abuzayed-2021-sarcasm-sentiment-detection-arabic-tweets/)
14. [**Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification**Dania Refai, Saleh Abo-Soud, Mohammad Abdel-Rahman*2022 · 35 citations*](https://md.research.elamur.ai/free/en/papers/refai-2022-data-augmentation-using-transformers-similarity/)
15. [**Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models**Zaid Alyafeai, Maged S. Alshaibani, Badr AlKhamissi, et al.*2023 · 25 citations*](https://md.research.elamur.ai/free/en/papers/alyafeai-2023-taqyim-evaluating-arabic-nlp-tasks/)
16. [**Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language**Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, et al.*2021 · 22 citations*](https://md.research.elamur.ai/free/en/papers/mahdaouy-2021-deep-multi-task-model-sarcasm/)
17. [**StanceEval 2024: The First Arabic Stance Detection Shared Task**Nora Alturayeif, Hamzah Luqman, Zaid Alyafeai, et al.*2024 · 21 citations*](https://md.research.elamur.ai/free/en/papers/alturayeif-2024-stanceeval-2024-first-arabic-stance/)
18. [**Spam and Sentiment Detection in Arabic Tweets Using MARBERT Model**Abrar Alotaibi, Atta-ur Rahman, Raheel Alhaza, et al.*2022 · 19 citations*](https://md.research.elamur.ai/free/en/papers/alotaibi-2026-spam-sentiment-detection-arabic-tweets/)
19. [**ArabianGPT: Native Arabic GPT-based Large Language Model**Anis Koubaa, Adel Ammar, Lahouari Ghouti, et al.*2024 · 17 citations*](https://md.research.elamur.ai/free/en/papers/koubaa-2024-arabiangpt-native-arabic-gpt-based/)
20. [**JABER and SABER: Junior and Senior Arabic BERt**Abbas Ghaddar, Yimeng Wu, Ahmad Rashid, et al.*2021 · 16 citations*](https://md.research.elamur.ai/free/en/papers/ghaddar-2021-jaber-saber-junior-senior-arabic/)
21. [**SaudiBERT: A Large Language Model Pretrained on Saudi Dialect Corpora**Faisal Qarah*2024 · 14 citations*](https://md.research.elamur.ai/free/en/papers/qarah-2024-saudibert-large-language-model-pretrained/)
22. [**Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis**Abdullah I. Alharbi, Mark Lee*2021 · 14 citations*](https://md.research.elamur.ai/free/en/papers/alharbi-2021-multi-task-learning-combination-contextualised/)
23. [**Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm Detection**Ibrahim Abu Farha, Steven Wilson, Silviu Oprea, et al.*2022 · 13 citations*](https://md.research.elamur.ai/free/en/papers/farha-2022-sarcasm-detection-is-way-too/)
24. [**Detecting Stance of Authorities towards Rumors in Arabic Tweets: A Preliminary Study**Fatima Haouari, Tamer Elsayed*2023 · 12 citations*](https://md.research.elamur.ai/free/en/papers/haouari-2023-detecting-stance-authorities-towards-rumors/)
25. [**AraPoemBERT: A Pretrained Language Model for Arabic Poetry Analysis**Faisal Qarah*2024 · 11 citations*](https://md.research.elamur.ai/free/en/papers/qarah-2024-arapoembert-pretrained-language-model-arabic/)
26. [**CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic**Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, et al.*2022 · 11 citations*](https://md.research.elamur.ai/free/en/papers/mahdaouy-2022-cs-um6p-semeval-2022-task/)
27. [**EgyBERT: A Large Language Model Pretrained on Egyptian Dialect Corpora**Faisal Qarah*2024 · 10 citations*](https://md.research.elamur.ai/free/en/papers/qarah-2024-egybert-large-language-model-pretrained/)
28. [**Towards Arabic Sentence Simplification via Classification and Generative Approaches**Nouran Khallaf, Serge Sharoff, Rasha Soliman*2022 · 10 citations*](https://md.research.elamur.ai/free/en/papers/khallaf-2022-arabic-sentence-simplification-classification-generative/)
29. [**The IDC System for Sentiment Classification and Sarcasm Detection in Arabic**Abraham Israeli, Yotam Nahum, Shai Fine, et al.*2021 · 10 citations*](https://md.research.elamur.ai/free/en/papers/israeli-2021-idc-system-sentiment-classification-sarcasm/)
30. [**Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding**Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, et al.*2022 · 9 citations*](https://md.research.elamur.ai/free/en/papers/ghaddar-2022-revisiting-pre-trained-language-models-their/)
31. [**Sarcasm and Sentiment Detection in Arabic language A Hybrid Approach Combining Embeddings and Rule-based Features**Kamel Gaanoun, Imade Benelallam*2021 · 9 citations*](https://md.research.elamur.ai/free/en/papers/gaanoun-2021-sarcasm-sentiment-detection-arabic-language/)
32. [**GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training**Omer Nacar, Anis Koubaa, Serry Sibaee, et al.*2025 · 7 citations*](https://md.research.elamur.ai/free/en/papers/nacar-2025-gate-general-arabic-text-embedding/)
33. [**ThatiAR: Subjectivity Detection in Arabic News Sentences**Reem Suwaileh, Maram Hasanain, Fatema Hubail, et al.*2024 · 7 citations*](https://md.research.elamur.ai/free/en/papers/suwaileh-2024-thatiar-subjectivity-detection-arabic-news/)
34. [**iCompass at Shared Task on Sarcasm and Sentiment Detection in Arabic**Malek Naski, Abir Messaoudi, Hatem Haddad, et al.*2021 · 7 citations*](https://md.research.elamur.ai/free/en/papers/naski-2021-icompass-shared-task-sarcasm-sentiment/)
35. [**SMASH at StanceEval 2024: Prompt Engineering LLMs for Arabic Stance Detection**Youssef Al Hariri, Ibrahim Abu Farha*2024 · 6 citations*](https://md.research.elamur.ai/free/en/papers/hariri-2024-smash-stanceeval-2024-prompt-engineering/)
36. [**DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers**Abderrahman Skiredj, Ferdaous Azhari, Ismail Berrada, et al.*2024 · 5 citations*](https://md.research.elamur.ai/free/en/papers/skiredj-2024-darijabanking-new-resource-overcoming-language/)
37. [**Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function**Muhammad Azeem Aslam, Wang Jun, Nisar Ahmed, et al.*2024 · 5 citations*](https://md.research.elamur.ai/free/en/papers/aslam-2024-improving-arabic-multi-label-emotion/)
38. [**Overview of the Arabic Sentiment Analysis 2021 Competition at KAUST**Hind Alamro, Manal Alshehri, Basma Alharbi, et al.*2021 · 5 citations*](https://md.research.elamur.ai/free/en/papers/alamro-2021-overview-arabic-sentiment-analysis-2021/)
39. [**WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT**Reem Abdel-Salam*2021 · 5 citations*](https://md.research.elamur.ai/free/en/papers/salam-2021-wanlp-2021-shared-task-irony/)
40. [**AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMs**Mo El-Haj, Paul Rayson*2025 · 4 citations*](https://md.research.elamur.ai/free/en/papers/el-haj-2025-arafinnews-arabic-financial-summarisation-domain/)
41. [**The Landscape of Arabic Large Language Models (ALLMs): A New Era for Arabic Language Technology**Shahad Al-Khalifa; Nadir Durrani; Hend Al-Khalifa;, Firoj Alam*2025 · 4 citations*](https://md.research.elamur.ai/free/en/papers/al-khalifa-2025-landscape-arabic-large-language-models/)
42. [**Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets**Kheir Eddine Daouadi, Yaakoub Boualleg, Kheir Eddine Haouaouchi*2024 · 4 citations*](https://md.research.elamur.ai/free/en/papers/daouadi-2024-ensemble-pre-trained-language-models/)
43. [**TAO at StanceEval2024 Shared Task: Arabic Stance Detection using AraBERT**Anas Melhem, Osama Hamed, Thaer Sammar*2024 · 4 citations*](https://md.research.elamur.ai/free/en/papers/melhem-2024-tao-stanceeval2024-shared-task-arabic/)
44. [**Towards the Development of Balanced Synthetic Data for Correcting Grammatical Errors in Arabic: An Approach Based on Error Tagging Model and Synthetic Data Generating Model**Ahlam Alrehili, Areej Alhothali*2025 · 3 citations*](https://md.research.elamur.ai/free/en/papers/alrehili-2025-towards-development-balanced-synthetic-data/)
45. [**Arabic Text Diacritization In The Age Of Transfer Learning: Token Classification Is All You Need**Abderrahman Skiredj, Ismail Berrada*2024 · 3 citations*](https://md.research.elamur.ai/free/en/papers/skiredj-2024-arabic-text-diacritization-age-transfer/)
46. [**Rasid at StanceEval: Fine-tuning MARBERT for Arabic Stance Detection**Nouf AlShenaifi, Nourah Alangari, Hadeel Al-Negheimish*2024 · 3 citations*](https://md.research.elamur.ai/free/en/papers/alshenaifi-2024-rasid-stanceeval-fine-tuning-marbert/)
47. [**ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based Approach**Abdelrahman "Boda" Sadallah, Omar Ahmed, Shimaa Mohamed, et al.*2023 · 3 citations*](https://md.research.elamur.ai/free/en/papers/sadallah-2023-aner-arabic-arabizi-named-entity/)
48. [**AlexandriaX 2026: The First Shared Task on Dialectal Arabic Machine Translation**Abdellah El Mekki, AbdelRahim A. Elmadany, Samar M. Magdy, et al.*2026 · 2 citations*](https://md.research.elamur.ai/free/en/papers/mekki-2026-alexandriax-2026-first-shared-task/)
49. [**Machine learning and emoji prediction: How much accuracy can MARBERT achieve?**Mohammed Q. Shormani, Ibrahim Abdulmalik Hassan Muneef Y. Alshawsh*2026 · 2 citations*](https://md.research.elamur.ai/free/en/papers/shormani-2026-machine-learning-emoji-prediction-much/)
50. [**CARMA: Comprehensive Automatically-annotated Reddit Mental Health Dataset for Arabic**Saad Mankarious, Ayah Zirikly*2025 · 2 citations*](https://md.research.elamur.ai/free/en/papers/mankarious-2025-carma-comprehensive-automatically-annotated-reddit/)
51. [**Enhanced Arabic Text Retrieval with Attentive Relevance Scoring**Salah Eddine Bekhouche, Azeddine Benlamoudi, Yazid Bounab, et al.*2025 · 2 citations*](https://md.research.elamur.ai/free/en/papers/bekhouche-2025-enhanced-arabic-text-retrieval-attentive/)
52. [**AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language**Seham Alghamdi, Youcef Benkhedda, Basma Alharbi, et al.*2024 · 2 citations*](https://md.research.elamur.ai/free/en/papers/alghamdi-2024-aratar-corpus-support-fine-grained/)
53. [**ASOS at NADI 2024 shared task: Bridging Dialectness Estimation and MSA Machine Translation for Arabic Language Enhancement**Omer Nacar, Serry Sibaee, Abdullah Alharbi, et al.*2024 · 2 citations*](https://md.research.elamur.ai/free/en/papers/nacar-2024-asos-nadi-2024-shared-task/)
54. [**Team_Zero at StanceEval2024: Frozen PLMs for Arabic Stance Detection**Omar Galal, Abdelrahman Kaseb*2024 · 2 citations*](https://md.research.elamur.ai/free/en/papers/galal-2024-team-zero-stanceeval2024-frozen-plms/)
55. [**SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages**Malak Abdullah, Dalya Alnore, Safa Swedat, et al.*2022 · 2 citations*](https://md.research.elamur.ai/free/en/papers/abdullah-2022-sarcasmdet-semeval-2022-task-6/)
56. [**ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety Classification**Wajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/zaghouani-2026-arabicdialectsafety-dialect-aware-benchmark-arabic/)
57. [**Does Machine "know" interpersonal pragmatics? Evidence from MARBERT's learning of emoji pragmatics in Arabic digital discourse**Mohammed Q. Shormani*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/shormani-2026-machine-know-interpersonal-pragmatics-evidence/)
58. [**Evaluation of Adversarial Robustness in Arabic Language Models**Anwar Alajmi, Ayed Salman, Imtiaz Ahmad*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/alajmi-2026-evaluation-adversarial-robustness-arabic-language/)
59. [**NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning**Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/gollapalli-2026-nus-ids-amiya-vardial-2026/)
60. [**TTLab at AlexandriaX-2026: A Fine-Tuned Surface Tagger for Arabic Machine-Translation Error-Span Detection and Classification**Ali Abusaleh, Bhuvanesh Verma, Alexander Mehler*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/abusaleh-2026-ttlab-alexandriax-2026-fine-tuned/)
61. [**Arabic Dialect Classification using RNNs, Transformers, and Large Language Models: A Comparative Analysis**Omar A.Essameldin, Ali O.Elbeih, Wael H.Gomaa, et al.*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/a-essameldin-2025-arabic-dialect-classification-using-rnns/)
62. [**Exploring Data and Parameter Efficient Strategies for Arabic Dialect Identifications**Vani Kanjirangat, Ljiljana Dolamic, Fabio Rinaldi*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/kanjirangat-2025-exploring-data-parameter-efficient-strategies/)
63. [**MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification**Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam, et al.*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/biswas-2025-marsadlab-arageneval-shared-task-llm/)
64. [**AlcLaM: Arabic Dialectal Language Model**Murtadha Ahmed, Saghir Alfasly, Bo Wen, et al.*2024 · 1 citation*](https://md.research.elamur.ai/free/en/papers/ahmed-2024-alclam-arabic-dialectal-language-model/)
65. [**Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models**Abdurahmman Alzahrani, Eyad Babkier, Faisal Yanbaawi, et al.*2024 · 1 citation*](https://md.research.elamur.ai/free/en/papers/alzahrani-2024-investigating-persuasion-techniques-arabic-empirical/)
66. [**Assessing Suicide Risk in Arabic Crisis Helpline Calls: A Comparison of Arabic and English Large Language Models**Linhai Ma, Rita El Hachem, Mahatab El Hajj, et al.*2026*](https://md.research.elamur.ai/free/en/papers/ma-2026-assessing-suicide-risk-arabic-crisis/)
67. [**BARRAC: Adaptation of an English Aspect-based Sentiment Analysis Approach for Classification Tasks in Arabic Dialects**Ali Almutairi, Gelareh Mohammadi, Imran Razzak, et al.*2026*](https://md.research.elamur.ai/free/en/papers/almutairi-2026-barrac-adaptation-english-aspect-based/)
68. [**Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models**Ali Mekky, Mohamed El Zeftawy, Lara Hassan, et al.*2026*](https://md.research.elamur.ai/free/en/papers/mekky-2026-curriculum-learning-pseudo-labeling-improve/)
69. [**GHAD NLP at AdabEval2026: Transformer-Based Approach for Arabic Politeness and Pragmatic Category Classification**Ghada Alfattni, Ghader Kurdi*2026*](https://md.research.elamur.ai/free/en/papers/alfattni-2026-ghad-nlp-adabeval2026-transformer-based/)
70. [**Integrating AI into Arabic Linguistics: A Methodological Framework for Reproducible and Interpretable Research**Ismail Akzam, Mohammad Ikhwan Bin Abdullah*2026*](https://md.research.elamur.ai/free/en/papers/akzam-2026-integrating-ai-arabic-linguistics-methodological/)
71. [**Learning the Arabic Dialect Continuum as a Continuous Space: A Regression Approach to Speaker Origin Prediction**Mohamed Aziz Khadraoui, Adel Ammar, Bilel Benjdira, et al.*2026*](https://md.research.elamur.ai/free/en/papers/khadraoui-2026-learning-arabic-dialect-continuum-continuous/)
72. [**MentalMARBERT: Domain-Adaptive Pre-training and Two-Stage Fine-Tuning for Arabic Mental Health Disorders Detection**Fatimah Almalki; Areej Alhothali; Lulwah Alharigy;, Abdulrahman Aladeem*2026*](https://md.research.elamur.ai/free/en/papers/almalki-2026-mentalmarbert-domain-adaptive-pre-training/)
73. [**Sentiment Classification of Gaza War Headlines: A Comparative Analysis of Large Language Models and Arabic Fine-Tuned BERT Models**Amr Eleraqi; Hager H. Mustafa;, Abdul Hadi N. Ahmed*2026*](https://md.research.elamur.ai/free/en/papers/eleraqi-2026-sentiment-classification-gaza-war-headlines/)
74. [**STAGEET: Stage-wise Typed Edit Tagging for Grammatical Error Correction with Arabic as a Case Study**Wenjie Lou, Alaa Mamdouh Akef*2026*](https://md.research.elamur.ai/free/en/papers/lou-2026-stageet-stage-wise-typed-edit/)
75. [**TDMulti: A Tunisian Dialect-Modern Standard Arabic Multitask Corpus with a Context-Aware Cross-Attention BERT Model**Roua Torjmen, Kais HADDAR*2026*](https://md.research.elamur.ai/free/en/papers/torjmen-2026-tdmulti-tunisian-dialect-modern-standard/)
76. [**Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities**Amal Alqahtani, Rana Salama, Mona Diab*2026*](https://md.research.elamur.ai/free/en/papers/alqahtani-2026-understanding-sociocultural-dimensions-mental-health-discourse/)
77. [**MuDRiC: Multi-Dialect Reasoning for Arabic Commonsense Validation**Kareem Elozeiri, Mervat Abassy, Preslav Nakov, et al.*2025*](https://md.research.elamur.ai/free/en/papers/elozeiri-2025-mudric-multi-dialect-reasoning-arabic/)
78. [**On the importance of Data Scale in Pretraining Arabic Language Models**Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, et al.*2024*](https://md.research.elamur.ai/free/en/papers/ghaddar-2024-importance-data-scale-pretraining-arabic/)
79. [**BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification**Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, et al.*2021*](https://md.research.elamur.ai/free/en/papers/mekki-2021-bert-based-multi-task-model-country/)

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