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Who cites Fady Baly

773 citations of their works from 676 papers of our library (of the 141,840 whose bibliographies we read) · 190 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Fady Baly

Pre-trained Models for Natural Language Processing: A SurveyarXiv:2003.08271 · SCIENCE CHINA Technological Sciences,2020, 63, 1872-1897Xipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,753 citations
ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicarXiv:2101.01785 · ACL-2021 camera ready versionMuhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi2021 · 478 citations
Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsTransactions of the Association for Computational Linguistics (TACL)Julia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Phillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
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
FlauBERT: Unsupervised Language Model Pre-training for FrencharXiv:1912.05372Hang Le, Loïc Vial, Jibril Frej, et al.2019 · 297 citations
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaFindings of the Association for Computational LinguisticsAbhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, et al.2022 · 296 citations
Challenges and Strategies in Cross-Cultural NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
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 · 289 citations
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language ModelsarXiv:2308.16149Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, et al.2023 · 217 citations
AraT5: Text-to-Text Transformers for Arabic Language GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 189 citations
Arabic Offensive Language on Twitter: Analysis and ExperimentsArabic Natural Language Processing Workshop (WANLP)Hamdy Mubarak, Ammar Rashed, Kareem Darwish, et al.2021 · 165 citations
Pre-Training BERT on Arabic Tweets: Practical ConsiderationsarXiv:2102.10684Ahmed Abdelali, Sabit Hassan, Hamdy Mubarak, et al.2021 · 150 citations
SemEval-2022 Task 6: iSarcasmEval, Intended Sarcasm Detection in English and ArabicIbrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, et al.2022 · 146 citations
ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicFindings of the Association for Computational LinguisticsFajri Koto, Haonan Li, Sara Shatnawi, et al.2024 · 116 citations
ALLaM: Large Language Models for Arabic and EnglisharXiv:2407.15390M Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, et al.2024 · 113 citations
Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Ibrahim Abu Farha, Wajdi Zaghouani, Walid Magdy2021 · 112 citations
Overview of OSACT4 Arabic Offensive Language Detection Shared TaskWorkshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLINGHamdy Mubarak, Kareem Darwish, Walid Magdy, et al.2020 · 109 citations
NADI 2022: The Third Nuanced Arabic Dialect Identification Shared TaskArabic Natural Language Processing Workshop (WANLP)Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, et al.2022 · 106 citations
AraELECTRA: Pre-Training Text Discriminators for Arabic Language UnderstandingArabic Natural Language Processing Workshop (WANLP)Wissam Antoun, Fady Baly, Hazem Hajj2021 · 97 citations
Emojis as Anchors to Detect Arabic Offensive Language and Hate SpeechNatural Language EngineeringHamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury2022 · 96 citations
Arabic Fake News Detection Based on Deep Contextualized Embedding ModelsNeural Computing and ApplicationsAli Bou Nassif, Ashraf Elnagar, Omar Elgendy, et al.2022 · 90 citations
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz2022 · 90 citations
ORCA: A Challenging Benchmark for Arabic Language UnderstandingFindings of the Association for Computational LinguisticsAbdelRahim Elmadany, ElMoatez Billah Nagoudi, Muhammad Abdul-Mageed2023 · 83 citations
NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared TaskArabic Natural Language Processing Conference (ArabicNLP)Muhammad Abdul-Mageed, AbdelRahim Elmadany, Chiyu Zhang, et al.2023 · 82 citations
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech CorpusAnnual Meeting of the Association for Computational Linguistics (ACL)Hamdy Mubarak, Amir Hussein, Shammur Absar Chowdhury, et al.2021 · 82 citations
AraGPT2: Pre-Trained Transformer for Arabic Language GenerationArabic Natural Language Processing Workshop (WANLP)Wissam Antoun, Fady Baly, Hazem Hajj2021 · 79 citations
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERTLanguage Resources and Evaluation Conference (LREC)Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem2022 · 73 citations
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMsInternational Conference on Computational Linguistics (COLING)Basel Mousi, Nadir Durrani, Fatema Ahmad, et al.2025 · 68 citations
HeBERT & HebEMO: a Hebrew BERT Model and a Tool for Polarity Analysis and Emotion RecognitionAvihay Chriqui, Inbal Yahav2021 · 68 citations
NADI 2021: The Second Nuanced Arabic Dialect Identification Shared TaskArabic Natural Language Processing Workshop (WANLP)Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany, et al.2021 · 67 citations
Evaluating Various Tokenizers for Arabic Text ClassificationarXiv:2106.07540Zaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, et al.2021 · 66 citations
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence LevelAmit Seker, Elron Bandel, Dan Bareket, et al.2022 · 57 citations
Arabic Dialect Identification in the WildarXiv:2005.06557Ahmed Abdelali, Hamdy Mubarak, Younes Samih, et al.2020 · 47 citations
ArMIS - The Arabic Misogyny and Sexism Corpus with Annotator Subjective DisagreementsLanguage Resources and Evaluation Conference (LREC)Dina Almanea, Massimo Poesio2022 · 42 citations
ASAD: A Twitter-based Benchmark Arabic Sentiment Analysis DatasetarXiv:2011.00578Basma Alharbi, Hind Alamro, Manal Alshehri, et al.2020 · 39 citations
Advancements in Arabic Grammatical Error Detection and Correction: An Empirical InvestigationConference on Empirical Methods in Natural Language Processing (EMNLP)Bashar Alhafni, Go Inoue, Christian Khairallah, et al.2023 · 38 citations
DziriBERT: a Pre-trained Language Model for the Algerian DialectarXiv:2109.12346Amine Abdaoui, Mohamed Berrimi, Mourad Oussalah, et al.2021 · 38 citations
The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text DetectionArabic Natural Language Processing Conference (ArabicNLP)Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali, et al.2025 · 36 citations
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text ClassificationIEEE AccessDania Refai, Saleh Abo-Soud, Mohammad Abdel-Rahman2022 · 35 citations
Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysisACM Transactions on Asian and Low-Resource Language Information ProcessingAli Bou Nassif, Abdollah Masoud Darya, Ashraf Elnagar2021 · 34 citations
Detecting Suicidality in Arabic Tweets Using Machine Learning and Deep Learning TechniquesarXiv:2309.00246Asma Abdulsalam, Areej Alhothali, Saleh Al-Ghamdi2023 · 29 citations
Masader: Metadata Sourcing for Arabic Text and Speech Data ResourcesLanguage Resources and Evaluation Conference (LREC)Zaid Alyafeai, Maraim Masoud, Mustafa Ghaleb, et al.2022 · 28 citations
Improving Arabic Diacritization with Regularized Decoding and Adversarial TrainingHan Qin, Guimin Chen, Yuanhe Tian, et al.2021 · 25 citations
Exploring Retrieval Augmented Generation in ArabicProcedia Computer ScienceSamhaa R. El-Beltagy, Mohamed A. Abdallah2024 · 22 citations
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic LanguageArabic Natural Language Processing Workshop (WANLP)Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, et al.2021 · 22 citations
StanceEval 2024: The First Arabic Stance Detection Shared TaskArabic Natural Language Processing Conference (ArabicNLP)Nora Alturayeif, Hamzah Luqman, Zaid Alyafeai, et al.2024 · 21 citations
Offensive Language Detection in Under-resourced Algerian Dialectal Arabic LanguagearXiv:2203.10024Oussama Boucherit, Kheireddine Abainia2022 · 19 citations
Spam and Sentiment Detection in Arabic Tweets Using MARBERT ModelarXiv:2606.25495 · Mathematical Modelling of Engineering Problems, Vol. 9, No. 6, pp. 1574-1582 (2022)Abrar Alotaibi, Atta-ur Rahman, Raheel Alhaza, et al.2022 · 19 citations
Propaganda to Hate: A Multimodal Analysis of Arabic Memes with Multi-Agent LLMsLecture notes in computer scienceFiroj Alam, Md. Rafiul Biswas, Uzair Shah, et al.2024 · 18 citations
ArabianGPT: Native Arabic GPT-based Large Language ModelarXiv:2402.15313Anis Koubaa, Adel Ammar, Lahouari Ghouti, et al.2024 · 17 citations
A Large and Diverse Arabic Corpus for Language ModelingProcedia Computer ScienceAbbas Raza Ali, Muhammad Ajmal Siddiqui, Rema Algunaibet, et al.2022 · 16 citations
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection DatasetarXiv:2105.03143Mohamed Seghir Hadj Ameur, Hassina Aliane2021 · 16 citations
SaudiBERT: A Large Language Model Pretrained on Saudi Dialect CorporaarXiv:2405.06239Faisal Qarah2024 · 14 citations
New Arabic Medical Dataset for Diseases ClassificationLecture notes in computer scienceJaafar Hammoud, Aleksandra Vatian, Natalia Dobrenko, et al.2021 · 14 citations
CamelParser2.0: A State-of-the-Art Dependency Parser for ArabicAhmed Elshabrawy, Muhammed AbuOdeh, Go Inoue, et al.2023 · 13 citations
Towards Arabic Multimodal Dataset for Sentiment AnalysisarXiv:2306.06322Abdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, et al.2023 · 13 citations
ArCovidVac: Analyzing Arabic Tweets About COVID-19 VaccinationLanguage Resources and Evaluation Conference (LREC)Hamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury, et al.2022 · 13 citations
Detecting Stance of Authorities towards Rumors in Arabic Tweets: A Preliminary StudyLecture notes in computer scienceFatima Haouari, Tamer Elsayed2023 · 12 citations
Neural Coreference Resolution for ArabicWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Abdulrahman Aloraini, Juntao Yu, Massimo Poesio2020 · 12 citations
AIN: The Arabic INclusive Large Multimodal ModelarXiv:2502.00094Ahmed Heakl, Sara Ghaboura, Omkar Thawkar, et al.2025 · 11 citations
AraPoemBERT: A Pretrained Language Model for Arabic Poetry AnalysisarXiv:2403.12392Faisal Qarah2024 · 11 citations
Automated essay scoring in Arabic: a dataset and analysis of a BERT-based systemarXiv:2407.11212Rayed Ghazawi, Edwin Simpson2024 · 11 citations
Offensive Hebrew Corpus and Detection using BERTNagham Hamad, Mustafa Jarrar, Mohammad Khalilia, et al.2023 · 11 citations
Optimizing the Size of Subword Vocabularies in Dialect ClassificationWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Vani Kanjirangat, Tanja Samardžić, Ljiljana Dolamic, et al.2023 · 11 citations
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and ArabicInternational Workshop on Semantic Evaluation (SemEval)Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, et al.2022 · 11 citations
AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic TweetsArabic Natural Language Processing Workshop (WANLP)Anshul Wadhawan2021 · 11 citations
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionWorkshop on Computational Models of Reference, Anaphora and Coreference (CRAC)Bonan Min2021 · 11 citations
EgyBERT: A Large Language Model Pretrained on Egyptian Dialect CorporaarXiv:2408.03524Faisal Qarah2024 · 10 citations
Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data AugmentationInternational Workshop on Semantic Evaluation (SemEval)Mosab Shaheen, Shubham Kumar Nigam2022 · 10 citations
Towards Arabic Sentence Simplification via Classification and Generative ApproachesArabic Natural Language Processing Workshop (WANLP)Nouran Khallaf, Serge Sharoff, Rasha Soliman2022 · 10 citations
Sarcasm and Sentiment Detection in Arabic language A Hybrid Approach Combining Embeddings and Rule-based FeaturesArabic Natural Language Processing Workshop (WANLP)Kamel Gaanoun, Imade Benelallam2021 · 10 citations
The IDC System for Sentiment Classification and Sarcasm Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Abraham Israeli, Yotam Nahum, Shai Fine, et al.2021 · 10 citations
Ashaar: Automatic Analysis and Generation of Arabic Poetry Using Deep Learning ApproachesarXiv:2307.06218Zaid Alyafeai, Maged S. Al-Shaibani, Moataz Ahmed2023 · 9 citations
Multilingual Sequence-to-Sequence Models for Hebrew NLPMatan Eyal, Hila Noga, Roee Aharoni, et al.2023 · 9 citations
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language UnderstandingarXiv:2205.10687Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, et al.2022 · 9 citations
A Novel Dialect-Aware Framework for the Classification of Arabic Dialects and EmotionsarXiv:2502.09128 · Journal of Computer Science, 21(1) 2025, 88-95Nasser A Alsadhan2025 · 8 citations
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language ModelsarXiv:2412.11431Mohamed Basem; Islam Oshallah; Baraa Hikal; Ali Hamdi;, Ammar Mohamed2024 · 8 citations
ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic TweetsArabic Natural Language Processing Workshop (WANLP)Laila Bashmal, Daliyah AlZeer2021 · 8 citations
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss TrainingarXiv:2505.24581Omer Nacar, Anis Koubaa, Serry Sibaee, et al.2025 · 7 citations
The Arabic AI Fingerprint: Stylometric Analysis and Detection of Large Language Models TextarXiv:2505.23276Maged S. Al-Shaibani, Moataz Ahmed2025 · 7 citations
Personality Analysis for Social Media Users using Arabic language and its Effect on Sentiment AnalysisarXiv:2407.06314Mokhaiber Dandash, Masoud Asadpour2024 · 7 citations
ThatiAR: Subjectivity Detection in Arabic News SentencesProceedings of the International AAAI Conference on Web and Social MediaReem Suwaileh, Maram Hasanain, Fatema Hubail, et al.2024 · 7 citations
Explicit Morphological Knowledge Improves Pre-training of Language Models for HebrewEylon Gueta, Omer Goldman, Reut Tsarfaty2023 · 7 citations
iCompass at Shared Task on Sarcasm and Sentiment Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Malek Naski, Abir Messaoudi, Hatem Haddad, et al.2021 · 7 citations
Arabic Stable LM: Adapting Stable LM 2 1.6B to ArabicarXiv:2412.04277Zaid Alyafeai, Michael Pieler, Hannah Teufel, et al.2024 · 6 citations
Ensemble Language Models for Multilingual Sentiment AnalysisarXiv:2403.06060Md Arid Hasan2024 · 6 citations
SMASH at StanceEval 2024: Prompt Engineering LLMs for Arabic Stance DetectionArabic Natural Language Processing Conference (ArabicNLP)Youssef Al Hariri, Ibrahim Abu Farha2024 · 6 citations
Transformers and Ensemble methods: A solution for Hate Speech Detection in Arabic languagesarXiv:2303.09823 · Revue de l Information Scientifique et Technique, vol. 27, no. 2, pp. 7-12, November 2023Angel Felipe Magnossao de Paula, Imene Bensalem, Paolo Rosso, et al.2023 · 6 citations
Challenging the Transformer-based models with a Classical Arabic dataset: Quran and HadithLanguage Resources and Evaluation Conference (LREC)Shatha Altammami, Eric Atwell2022 · 6 citations
Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social MediaarXiv:2206.08407Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, et al.2022 · 6 citations
Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment IdentificationArabic Natural Language Processing Workshop (WANLP)Amey Hengle, Atharva Kshirsagar, Shaily Desai, et al.2021 · 6 citations
Large Language Models and Arabic Content: A ReviewarXiv:2505.08004Haneh Rhel, Dmitri Roussinov2025 · 5 citations
Comparative Approaches to Sentiment Analysis Using Datasets in Major European and Arabic LanguagesarXiv:2501.12540Mikhail Krasitskii; Olga Kolesnikova; Liliana Chanona Hernandez; Grigori Sidorov;, Alexander Gelbukh2024 · 5 citations
DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic SpeakersarXiv:2405.16482Abderrahman Skiredj, Ferdaous Azhari, Ismail Berrada, et al.2024 · 5 citations
Exploring Tokenization Strategies and Vocabulary Sizes for Enhanced Arabic Language ModelsMohamed Taher Alrefaie, Nour Eldin Morsy, Nada Samir2024 · 5 citations
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss FunctionarXiv:2410.03979Muhammad Azeem Aslam, Wang Jun, Nisar Ahmed, et al.2024 · 5 citations
SinaTools: Open Source Toolkit for Arabic Natural Language ProcessingProcedia Computer ScienceTymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia2024 · 5 citations

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