🧑‍🔬 Who cites Hala Mulki

103 citations of their works from 91 papers of our library (of the 149,439 whose bibliographies we read) · 54 with a page here, the most cited first · ← Hala Mulki

1. SemEval-2017 Task 4: Sentiment Analysis in TwitterInternational Workshop on Semantic Evaluation (SemEval)Sara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,163 citations
2. A Multi-Platform Arabic News Comment Dataset for Offensive Language DetectionLanguage Resources and Evaluation Conference (LREC)Shammur Absar Chowdhury, Hamdy Mubarak, Ahmed Abdelali, et al.2020 · 64 citations
3. AlGhafa Evaluation Benchmark for Arabic Language ModelsArabic Natural Language Processing Conference (ArabicNLP)Ebtesam Almazrouei, Ruxandra Cojocaru, Michele Baldo, et al.2023 · 46 citations
4. ArMIS - The Arabic Misogyny and Sexism Corpus with Annotator Subjective DisagreementsLanguage Resources and Evaluation Conference (LREC)Dina Almanea, Massimo Poesio2022 · 42 citations
5. Multi-Task Learning using AraBert for Offensive Language DetectionWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksMarc Djandji, Fady Baly, Wissam Antoun, et al.2020 · 42 citations
6. Combining BERT with Static Word Embeddings for Categorizing Social MediaWorkshop on Noisy User-generated TextIsraa Alghanmi, Luis Espinosa Anke, Steven Schockaert2020 · 40 citations
7. So Hateful! Building a Multi-Label Hate Speech Annotated Arabic DatasetLanguage Resources and Evaluation Conference (LREC)Wajdi Zaghouani, Hamdy Mubarak, Md. Rafiul Biswas2024 · 33 citations
8. Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic LanguageArabic Natural Language Processing Workshop (WANLP)Hala Mulki, Bilal Ghanem2021 · 33 citations
9. Arabic Offensive Language Detection with Attention-based Deep Neural NetworksWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksBushr Haddad, Zoher Orabe, Anas Al-Abood, et al.2020 · 27 citations
10. AlexU-AIC at Arabic Hate Speech 2022: Contrast to ClassifyWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksAhmad Shapiro, Ayman Khalafallah, Marwan Torki2022 · 20 citations
11. Multilingual and Explainable Text Detoxification with Parallel CorporaInternational Conference on Computational Linguistics (COLING)Daryna Dementieva, Nikolay Babakov, Amit Ronen, et al.2025 · 19 citations
12. Offensive Language Detection in Under-resourced Algerian Dialectal Arabic LanguagearXiv:2203.10024Oussama Boucherit, Kheireddine Abainia2022 · 19 citations
13. Leveraging Offensive Language for Sarcasm and Sentiment Detection in ArabicArabic Natural Language Processing Workshop (WANLP)Fatemah Husain, Ozlem Uzuner2021 · 19 citations
14. Arabic Emoji Sentiment Lexicon (Arab-ESL): A Comparison between Arabic and European Emoji Sentiment LexiconsArabic Natural Language Processing Workshop (WANLP)Shatha Ali A. Hakami, Robert Hendley, Phillip Smith2021 · 18 citations
15. WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter DatasetsInternational Workshop on Semantic Evaluation (SemEval)Yasser Otiefy, Ahmed Abdelmalek, Islam El Hosary2020 · 16 citations
16. Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment AnalysisArabic Natural Language Processing Workshop (WANLP)Chayma Fourati, Hatem Haddad, Abir Messaoudi, et al.2021 · 14 citations
17. KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERTInternational Workshop on Semantic Evaluation (SemEval)Saja Tawalbeh, Mahmoud Hammad, Mohammad AL-Smadi2020 · 14 citations
18. An Annotated Corpus of Arabic Tweets for Hate Speech AnalysisRecent Advances in Natural Language Processing (RANLP)Wajdi Zaghouani, Md. Rafiul Biswas2025 · 13 citations
19. Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech ClassificationWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksBadr AlKhamissi, Mona Diab2022 · 13 citations
20. Exploring Amharic Hate Speech Data Collection and Classification ApproachesRecent Advances in Natural Language Processing (RANLP)Abinew Ali Ayele, Seid Muhie Yimam, Tadesse Destaw Belay, et al.2023 · 12 citations
21. iCompass at Arabic Hate Speech 2022: Detect Hate Speech Using QRNN and TransformersWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksMohamed Aziz Bennessir, Malek Rhouma, Hatem Haddad, et al.2022 · 9 citations
22. Hate Speech Detection in Saudi Twittersphere: A Deep Learning ApproachArabic Natural Language Processing Workshop (WANLP)Raghad Alshaalan, Hend Al-Khalifa2020 · 8 citations
23. 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
24. AraSafe: Benchmarking Safety in Arabic LLMsFindings of the Association for Computational LinguisticsHamdy Mubarak, Abubakr Mohamed, Majd Hawasly2025 · 6 citations
25. 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
26. iCompass at SemEval-2020 Task 12: From a Syntax-ignorant N-gram Embeddings Model to a Deep Bidirectional Language ModelInternational Workshop on Semantic Evaluation (SemEval)Abir Messaoudi, Hatem Haddad, Moez Ben Haj Hmida2020 · 6 citations
27. Exploring Tokenization Strategies and Vocabulary Sizes for Enhanced Arabic Language ModelsMohamed Taher Alrefaie, Nour Eldin Morsy, Nada Samir2024 · 5 citations
28. 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
29. UPV at the Arabic Hate Speech 2022 Shared Task: Offensive Language and Hate Speech Detection using Transformers and Ensemble ModelsWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksAngel Felipe Magnossão de Paula, Paolo Rosso, Imene Bensalem, et al.2022 · 5 citations
30. Multilingual and Multilabel Emotion Recognition using Virtual Adversarial TrainingWorkshop on Multilingual Representation LearningVikram Gupta2021 · 5 citations
31. Hate speech detection in algerian dialect using deep learningarXiv:2309.11611Dihia Lanasri, Juan Olano, Sifal Klioui, et al.2023 · 4 citations
32. Toxic language detection: a systematic review of Arabic datasetsarXiv:2312.07228Imene Bensalem, Paolo Rosso, Hanane Zitouni2023 · 4 citations
33. Navigating Dialectal Bias and Ethical Complexities in Levantine Arabic Hate Speech DetectionWorkshop on Arabic Corpus LinguisticsAhmed Haj Ahmed, Rui-Jie Yew, Xerxes Minocher, et al.2025 · 3 citations
34. AraMinds at MAHED 2025: Leveraging Vision-Language Models and Contrastive Multi-task Learning for Multimodal Hate Speech DetectionArabic Natural Language Processing Conference (ArabicNLP)Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr, et al.2025 · 2 citations
35. AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic LanguageWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksSeham Alghamdi, Youcef Benkhedda, Basma Alharbi, et al.2024 · 2 citations
36. The Annotators Agree to Not Agree on the Fine-grained Annotation of Hate-speech against Women in Algerian Dialect CommentsResources for African Indigenous Languages (RAIL) @ LRECImane Guellil, Yousra Houichi, Sara Chennoufi, et al.2024 · 2 citations
37. AlbanianLLMSafety: A Safety Evaluation Dataset for Large Language Models in AlbanianSIGUL Joint Workshop with ELE, EURALI, and DCLRL: Towards Inclusivity and Equality: Language Resources and Technologies for Under-Resourced and Endangered LanguagesWajdi Zaghouani, Kholoud Khalil Aldous, Isra Fejzullaj2026 · 1 citation
38. ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety ClassificationarXiv:2608.01291 · EMNLP 2026 FindingsWajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous, et al.2026 · 1 citation
39. From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language ModelsarXiv:2602.09826Abdulmuizz Khalak, Abderrahmane Issam, Gerasimos Spanakis2026 · 1 citation
40. Content-Localization based System for Analyzing Sentiment and Hate Behaviors in Low-Resource Dialectal Arabic: English to Levantine and GulfarXiv:2312.03727Fatimah Alzamzami, Abdulmotaleb El Saddik2023 · 1 citation
41. Beyond Annotator Disagreement: Guideline-Induced Errors in Arabic Hate Speech AnnotationLinguistic Annotation Workshop (LAW)Wajdi Zaghouani2026
42. 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
43. OBSIDIAN: An OSINT-Driven NLP Framework for Detecting Cyber-Physical Threats in Arabic Social MediaInternational Conference on Natural Language Processing and Artificial Intelligence for Cyber SecurityAbdullah Saeed Almalki, Salmane Chafik, Saad Ezzini2026
44. Sentiment Classification of Gaza War Headlines: A Comparative Analysis of Large Language Models and Arabic Fine-Tuned BERT ModelsarXiv:2604.08566 · SSRN (2026)Amr Eleraqi; Hager H. Mustafa;, Abdul Hadi N. Ahmed2026
45. Toward Dialect-Aware Safety Evaluation for Arabic Large Language ModelsWorkshop on Trustworthy NLPWajdi Zaghouani2026
46. Arabic Hate Speech Identification and Masking in Social Media using Deep Learning Models and Pre-trained Models Fine-tuningarXiv:2507.23661Salam Thabet Doghmash, Motaz Saad2025
47. 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
48. 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
49. Representing and Clustering Errors in Offensive Language DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jood Otey, Laura Biester, Steven R Wilson2025
50. GLARE: Google Apps Arabic Reviews DatasetarXiv:2412.15259Fatima AlGhamdi; Reem Mohammed; Hend Al-Khalifa;, Areeb Alowisheq2024
51. On the importance of Data Scale in Pretraining Arabic Language ModelsarXiv:2401.07760Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, et al.2024
52. Content-Localization based Neural Machine Translation for Informal Dialectal Arabic: Spanish/French to Levantine/Gulf ArabicarXiv:2312.06926Fatimah Alzamzami, Abdulmotaleb El Saddik2023
53. 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
54. Exploratory Arabic Offensive Language Dataset AnalysisarXiv:2101.11434Fatemah Husain, Ozlem Uzuner2021

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