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Who cites Mohamed Aly

153 citations of their works from 116 papers of our library (of the 149,439 whose bibliographies we read) · 92 with a page here, the most cited first · ← Mohamed Aly

  1. AraBERT: Transformer-based Model for Arabic Language UnderstandingarXiv:2003.00104Wissam Antoun, Fady Baly, Hazem Hajj2020 · 1,304 citations
  2. ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicarXiv:2101.01785 · ACL-2021 camera ready versionMuhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi2021 · 478 citations
  3. ASTD: Arabic Sentiment Tweets DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Mahmoud Nabil, Mohamed Aly, Amir Atiya2015 · 470 citations
  4. The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language ModelsarXiv:2103.06678Go Inoue, Bashar Alhafni, Nurpeiis Baimukan, et al.2021 · 365 citations
  5. CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language ProcessingLanguage Resources and Evaluation Conference (LREC)Ossama Obeid, Nasser Zalmout, Salam Khalifa, et al.2020 · 290 citations
  6. A review of sentiment analysis research in Arabic languagearXiv:2005.12240Oumaima Oueslati; Erik Cambria; Moez Ben HajHmida;, Habib Ounelli2020 · 241 citations
  7. Arabic natural language processing: An overviewJournal of King Saud University - Computer and Information SciencesImane Guellil, Houda Saadane, Faical Azouaou, et al.2019 · 239 citations
  8. A Combined CNN and LSTM Model for Arabic Sentiment AnalysisLecture notes in computer scienceAbdulaziz M. Alayba; Vasile Palade; Matthew England;, Rahat Iqbal2018 · 217 citations
  9. Mazajak: An Online Arabic Sentiment AnalyserArabic Natural Language Processing Workshop (WANLP)Ibrahim Abu Farha, Walid Magdy2019 · 197 citations
  10. Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and ExperimentsArabic Natural Language Processing Workshop (WANLP)Salima Medhaffar, Fethi Bougares, Yannick Estève, et al.2017 · 179 citations
  11. Word Embeddings and Convolutional Neural Network for Arabic Sentiment ClassificationInternational Conference on Computational Linguistics (COLING)Abdelghani Dahou, Shengwu Xiong, Junwei Zhou, et al.2016 · 177 citations
  12. Deep Learning Models for Sentiment Analysis in ArabicWorkshop on Arabic Natural Language ProcessingAhmad Al Sallab, Hazem Hajj, Gilbert Badaro, et al.2015 · 162 citations
  13. The First QALB Shared Task on Automatic Text Correction for ArabicEMNLP Workshop on Arabic Natural Language Processing (ANLP)Behrang Mohit, Alla Rozovskaya, Nizar Habash, et al.2014 · 153 citations
  14. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetarXiv:2303.03915Hugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 150 citations
  15. From Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm DatasetWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksIbrahim Abu Farha, Walid Magdy2020 · 132 citations
  16. hULMonA: The Universal Language Model in ArabicArabic Natural Language Processing Workshop (WANLP)Obeida ElJundi, Wissam Antoun, Nour El Droubi, et al.2019 · 89 citations
  17. AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment LexiconsAnnual Meeting of the Association for Computational Linguistics (ACL)Nora Al-Twairesh, Hend Al-Khalifa, Abdulmalik Al-Salman2016 · 77 citations
  18. A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining ModelsArabic Natural Language Processing Workshop (WANLP)Ramy Baly, Gilbert Badaro, Georges El-Khoury, et al.2017 · 67 citations
  19. ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine TweetsarXiv:1906.01830Ramy Baly, Alaa Khaddaj, Hazem Hajj, et al.2019 · 61 citations
  20. Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word EmbeddingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, et al.2021 · 41 citations
  21. Enabling Deep Learning of Emotion With First-Person Seed ExpressionsInternational Conference on Computational Linguistics (COLING)Hassan Alhuzali, Muhammad Abdul-Mageed, Lyle Ungar2018 · 41 citations
  22. ASAD: A Twitter-based Benchmark Arabic Sentiment Analysis DatasetarXiv:2011.00578Basma Alharbi, Hind Alamro, Manal Alshehri, et al.2020 · 39 citations
  23. An Arabic Tweets Sentiment Analysis Dataset (ATSAD) using Distant Supervision and Self TrainingWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksKathrein Abu Kwaik, Stergios Chatzikyriakidis, Simon Dobnik, et al.2020 · 38 citations
  24. Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text ClassificationIEEE AccessDania Refai, Saleh Abo-Soud, Mohammad Abdel-Rahman2022 · 35 citations
  25. Arabizi sentiment analysis based on transliteration and automatic corpus annotationWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisImane Guellil, Ahsan Adeel, Faical Azouaou, et al.2018 · 35 citations
  26. OMAM at SemEval-2017 Task 4: Evaluation of English State-of-the-Art Sentiment Analysis Models for Arabic and a New Topic-based ModelInternational Workshop on Semantic Evaluation (SemEval)Ramy Baly, Gilbert Badaro, Ali Hamdi, et al.2017 · 33 citations
  27. A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic TweetsWorkshop on Arabic Natural Language ProcessingGilbert Badaro, Ramy Baly, Rana Akel, et al.2015 · 32 citations
  28. Sentiment Analysis of Arabic Tweets: Feature Engineering and A Hybrid ApproacharXiv:1805.08533Nora Al-Twairesh, Hend Al-Khalifa, AbdulMalik Alsalman, et al.2018 · 30 citations
  29. Evaluating ChatGPT and Bard AI on Arabic Sentiment AnalysisArabic Natural Language Processing Conference (ArabicNLP)Abdulmohsen Al-Thubaity, Sakhar Alkhereyf, Hanan Murayshid, et al.2023 · 27 citations
  30. AraNet: A Deep Learning Toolkit for Arabic Social MediaWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksMuhammad Abdul-Mageed, Chiyu Zhang, Azadeh Hashemi, et al.2020 · 25 citations
  31. Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic TweetsInternational Workshop on Semantic Evaluation (SemEval)Hala Mulki, Hatem Haddad, Mourad Gridach, et al.2017 · 25 citations
  32. AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using TransformersArabic Natural Language Processing Workshop (WANLP)Mariam Hassib, Nancy Hossam, Jolie Sameh, et al.2022 · 24 citations
  33. Sentiment analysis for Arabic language: A brief survey of approaches and techniquesarXiv:1809.02782Mo'ath Alrefai, Hossam Faris, Ibrahim Aljarah2018 · 24 citations
  34. An enhanced automatic speech recognition system for ArabicArabic Natural Language Processing Workshop (WANLP)Mohamed Amine Menacer, Odile Mella, Dominique Fohr, et al.2017 · 24 citations
  35. Arabizi Language Models for Sentiment AnalysisInternational Conference on Computational Linguistics (COLING)Gaétan Baert, Souhir Gahbiche, Guillaume Gadek, et al.2020 · 21 citations
  36. AHaSIS: Shared Task on Sentiment Analysis for Arabic DialectsRecent Advances in Natural Language Processing (RANLP)Maram I. Alharbi, Salmane Chafik, Saad Ezzini, et al.2025 · 15 citations
  37. AraSpell: A Deep Learning Approach for Arabic Spelling CorrectionarXiv:2405.06981Mahmoud Salhab, Faisal Abu-Khzam2024 · 15 citations
  38. Arib@QALB-2015 Shared Task: A Hybrid Cascade Model for Arabic Spelling Error Detection and CorrectionWorkshop on Arabic Natural Language ProcessingNouf AlShenaifi, Rehab AlNefie, Maha Al-Yahya, et al.2015 · 15 citations
  39. Preprocessing Solutions for Detection of Sarcasm and Sentiment for ArabicArabic Natural Language Processing Workshop (WANLP)Mohamed Lichouri, Mourad Abbas, Besma Benaziz, et al.2021 · 13 citations
  40. Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic DialectsArabic Natural Language Processing Workshop (WANLP)Hala Mulki, Hatem Haddad, Mourad Gridach, et al.2019 · 13 citations
  41. SentiALG: Automated Corpus Annotation for Algerian Sentiment AnalysisarXiv:1808.05079Imane Guellil; Ahsan Adeel; Faical Azouaou;, Amir Hussain2018 · 12 citations
  42. Modern Trends in Arabic Sentiment Analysis: A SurveyTraitement Automatique des LanguesHala Mulki, Hatem Haddad, Ismail Babaoğlu2017 · 12 citations
  43. Is it Great or Terrible? Preserving Sentiment in Neural Machine Translation of Arabic ReviewsArabic Natural Language Processing Workshop (WANLP)Hadeel Saadany, Constantin Orasan2020 · 11 citations
  44. On the Importance of Tokenization in Arabic Embedding ModelsMohamed Alkaoud, Mairaj Syed2020 · 11 citations
  45. MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMsFindings of the Association for Computational LinguisticsZaid Alyafeai, Maged S. Al-shaibani, Bernard Ghanem2025 · 10 citations
  46. AlclaM: Arabic Dialect Language ModelArabic Natural Language Processing Conference (ArabicNLP)Murtadha Ahmed, Saghir Alfasly, Bo Wen, et al.2024 · 10 citations
  47. A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future DirectionsFindings of the Association for Computational LinguisticsZhiqiang Shi, Ruchit Agrawal2025 · 9 citations
  48. Contextual Embeddings for Arabic-English Code-Switched DataArabic Natural Language Processing Workshop (WANLP)Caroline Sabty, Mohamed Islam, Slim Abdennadher2020 · 9 citations
  49. Metaphorical Expressions in Automatic Arabic Sentiment AnalysisLanguage Resources and Evaluation Conference (LREC)Israa Alsiyat, Scott Piao2020 · 8 citations
  50. A Benchmark Study of Contrastive Learning for Arabic Social MeaningArabic Natural Language Processing Workshop (WANLP)Md Tawkat Islam Khondaker, El Moatez Billah Nagoudi, AbdelRahim Elmadany, et al.2022 · 7 citations
  51. A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGTArabic Natural Language Processing Workshop (WANLP)Hadeel Saadany, Constantin Orăsan, Emad Mohamed, et al.2022 · 7 citations
  52. Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment AnalysisInternational Conference on Natural Language Processing for the Digital HumanitiesMohamed Hannani, Abdelhadi Soudi, Kristof Van Laerhoven2024 · 6 citations
  53. Ensemble Language Models for Multilingual Sentiment AnalysisarXiv:2403.06060Md Arid Hasan2024 · 6 citations
  54. Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL)Amr Keleg, Walid Magdy, Sharon Goldwater2024 · 6 citations
  55. Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial NetworksConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Mahmoud Yusuf, Marwan Torki, Nagwa El-Makky2022 · 6 citations
  56. Can Modern Standard Arabic Approaches be used for Arabic Dialects? Sentiment Analysis as a Case StudyWorkshop on Arabic Corpus LinguisticsKathrein Abu Kwaik, Stergios Chatzikyriakidis, Simon Dobnik2019 · 6 citations
  57. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment AnalysisThe International Arab Journal of Information TechnologyHala Mulki, Hatem Haddad, Mourad Gridach, et al.2019 · 6 citations
  58. Subjective Sentiment Analysis for Arabic Newswire CommentsJournal of Digital Information ManagementSadik Bessou, Rania Aberkane2019 · 6 citations
  59. Arabic Sentiment Analysis with Noisy Deep Explainable ModelarXiv:2309.13731 · NLPIR 2023: 2023 7th International Conference on Natural Language Processing and Information Retrieval, Seoul, Republic of Korea, December 2023Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, et al.2023 · 5 citations
  60. Arabic Compact Language Modelling for Resource Limited DevicesArabic Natural Language Processing Workshop (WANLP)Zaid Alyafeai, Irfan Ahmad2021 · 5 citations
  61. DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Bingyan Song, Chunguang Pan, Shengguang Wang, et al.2021 · 5 citations
  62. ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialectsWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisImane Guellil, Faical Azouaou, Fodil Benali, et al.2021 · 5 citations
  63. WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERTArabic Natural Language Processing Workshop (WANLP)Reem Abdel-Salam2021 · 5 citations
  64. Toward Qualitative Evaluation of Embeddings for Arabic Sentiment AnalysisLanguage Resources and Evaluation Conference (LREC)Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, et al.2020 · 5 citations
  65. On Using Arabic Language Dialects in Recommendation SystemsFindings of the Association for Computational LinguisticsAbdulla Alshabanah, Murali Annavaram2025 · 4 citations
  66. Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid NetworkConference on Computational Natural Language Learning (CoNLL)Yang Fang, Cheng Xu, Shuhao Guan, et al.2024 · 4 citations
  67. AraCOVID19-SSD: Arabic COVID-19 Sentiment and Sarcasm Detection DatasetarXiv:2110.01948Mohamed Seghir Hadj Ameur, Hassina Aliane2021 · 4 citations
  68. SentiArabic: A Sentiment Analyzer for Standard ArabicLanguage Resources and Evaluation Conference (LREC)Ramy Eskander2018 · 4 citations
  69. Dotless Arabic Text for Natural Language ProcessingComputational LinguisticsMaged S. Al-Shaibani, Irfan Ahmad2025 · 3 citations
  70. CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer ModelsArabic Natural Language Processing Conference (ArabicNLP)Yeshan Wang, Ilia Markov2024 · 3 citations
  71. Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation SystemsFindings of the Association for Computational LinguisticsAbdulla Alshabanah, Murali Annavaram2025 · 2 citations
  72. Pre-trained Models or Feature Engineering: The Case of Dialectal ArabicWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksKathrein Abu Kwaik, Stergios Chatzikyriakidis, Simon Dobnik2022 · 2 citations
  73. Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study)JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)Amira Barhoumi, Nathalie Camelin, Yannick Estève2018 · 2 citations
  74. Audience Engagement with Arabic Women's Social Empowerment and Wellbeing: A Decadal CorpusLanguage Resources and Evaluation Conference (LREC)Wajdi Zaghouani, Mabrouka Bessghaier, Md. Rafiul Biswas, et al.2026 · 1 citation
  75. From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language ModelsarXiv:2602.09826Abdulmuizz Khalak, Abderrahmane Issam, Gerasimos Spanakis2026 · 1 citation
  76. AlcLaM: Arabic Dialectal Language ModelarXiv:2407.13097Murtadha Ahmed, Saghir Alfasly, Bo Wen, et al.2024 · 1 citation
  77. Love Me, Love Me Not: Human-Directed Sentiment Analysis in ArabicInternational Workshop on NLP Solutions for Under Resourced Languages co-located with ICNLSP - Short PapersAbraham Israeli, Aviv Naaman, Yotam Nahum, et al.2022 · 1 citation
  78. Character Iconicity vs. Arbitrariness: An Arabic NLP PerspectivearXiv:2608.02935Dorieh Alomari; Irfan Ahmad;, Maged S. Al-shaibani2026
  79. Hidden Sentiments: The Impact of Low-level Adversarial Perturbations on Arabic Sentiment Analysis ServicesWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksHefny Abdelkader, Abdelrahman Hamada2026
  80. JobArabi: An Arabic Corpus and Analysis of Job Announcements from Social MediaLanguage Resources and Evaluation Conference (LREC)Wajdi Zaghouani, Shimaa Amer Ibrahim, Mabrouka Bessghaier, et al.2026
  81. Nakba Discourse 2025: A Bilingual Social Media Dataset for Collective Trauma AnalysisInternational Workshop on Nakba Narratives as Language Resources @ LRECWajdi Zaghouani, Mabrouka Bessghaier, Kais Attia2026
  82. When Bigger Isn't Better: Evaluating LLMs for Arabic Sentiment AnalysisWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksMohamed Ibrahim, Abdullah Makki, Youssef Barakat, et al.2026
  83. Computational Linguistics Meets Libyan Dialect: A Study on Dialect IdentificationarXiv:2512.04257 · International Journal of Intelligent Systems and Applications, Volume 17, Number 6, December 2025, Page 118Mansour Essgaer, Khamis Massud, Rabia Al Mamlook, et al.2025
  84. Dhati+: Fine-tuned Large Language Models for Arabic Subjectivity EvaluationLanguage Resources and EvaluationSlimane Bellaouar, Attia Nehar, Soumia Souffi, et al.2025
  85. Fine-Grained Arabic Offensive Language Classification with Taxonomy, Sentiment, and EmotionsProceedings of the Workshop on Beyond English: Natural Language Processing for all Languages in an Era of Large Language ModelsNatalia Vanetik, Marina Litvak, Chaya Liebeskind2025
  86. MAPROC at AHaSIS Shared Task: Few-Shot and Sentence Transformer for Sentiment Analysis of Arabic Hotel ReviewsRecent Advances in Natural Language Processing (RANLP)Randa Zarnoufi2025
  87. Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsarXiv:2405.11282Amr Keleg, Walid Magdy, Sharon Goldwater2024
  88. GLARE: Google Apps Arabic Reviews DatasetarXiv:2412.15259Fatima AlGhamdi; Reem Mohammed; Hend Al-Khalifa;, Areeb Alowisheq2024
  89. A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment DatasetsarXiv:2201.12664Mustafa Mhamed, Richard Sutcliffe, Xia Sun, et al.2022
  90. Interactive Learning Approach for Arabic Target-Based Sentiment AnalysisRecent Advances in Natural Language Processing (RANLP)Husamelddin Balla, Marisa Llorens Salvador, Sarah Jane Delany2021
  91. Sentiment Analysis in Poems in Misurata Sub-dialect — A Sentiment Detection in an Arabic Sub-dialectarXiv:2109.07203Azza Abugharsa2021
  92. Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis)JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, et al.2019

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