---
title: "Mustafa Jarrar — all works — Elamur Research"
description: "All 40 works of Mustafa Jarrar in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/mustafa-jarrar/works/"
---
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# Mustafa Jarrar — all works

40 works · [← Mustafa Jarrar](https://md.research.elamur.ai/free/en/authors/mustafa-jarrar/)

1. **[Building a Corpus for Palestinian Arabic: a Preliminary Study](https://md.research.elamur.ai/free/en/papers/jarrar-2014-building-corpus-palestinian-arabic-preliminary/) [EMNLP Workshop on Arabic Natural Language Processing (ANLP)](https://md.research.elamur.ai/free/en/venues/emnlp-workshop-on-arabic-natural-language-processing-anlp/)**Mustafa Jarrar, Nizar Habash, Diyam Akra, et al.*2014 · 96 citations*
2. **[Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT](https://md.research.elamur.ai/free/en/papers/jarrar-2022-wojood-nested-arabic-named-entity/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem*2022 · 73 citations*
3. [**The Arabic Ontology — An Arabic Wordnet with Ontologically Clean Content arXiv:2205.09664 · Applied Ontology Journal, 16:1, 1-26. IOS Press. (2021)**Mustafa Jarrar*2021 · 62 citations*](https://md.research.elamur.ai/free/en/papers/jarrar-2022-arabic-ontology-arabic-wordnet-ontologically/)
4. **[The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection](https://md.research.elamur.ai/free/en/papers/abudalfa-2025-arageneval-shared-task-arabic-authorship/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Shadi Abudalfa, Saad Ezzini, Ahmed Abdelali, et al.*2025 · 36 citations*
5. **[WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task](https://md.research.elamur.ai/free/en/papers/jarrar-2023-wojoodner-2023-first-arabic-named/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Mustafa Jarrar, Muhammad Abdul-Mageed, Mohammed Khalilia, et al.*2023 · 31 citations*
6. **[ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD](https://md.research.elamur.ai/free/en/papers/hajj-2021-arabglossbert-fine-tuning-bert-context/) [Recent Advances in Natural Language Processing (RANLP)](https://md.research.elamur.ai/free/en/venues/ranlp/)**Moustafa Al-Hajj, Mustafa Jarrar*2021 · 31 citations*
7. **[AraFinNLP 2024: The First Arabic Financial NLP Shared Task](https://md.research.elamur.ai/free/en/papers/malaysha-2024-arafinnlp-2024-first-arabic-financial/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Sanad Malaysha, Mo El-Haj, Saad Ezzini, et al.*2024 · 30 citations*
8. **[SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks](https://md.research.elamur.ai/free/en/papers/jarrar-2023-salma-arabic-sense-annotated-corpus/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Mustafa Jarrar, Sanad Malaysha, Tymaa Hammouda, et al.*2023 · 29 citations*
9. **[WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task](https://md.research.elamur.ai/free/en/papers/jarrar-2024-wojoodner-2024-second-arabic-named/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Mustafa Jarrar, Nagham Hamad, Mohammed Khalilia, et al.*2024 · 28 citations*
10. [**Nâbra: Syrian Arabic Dialects with Morphological Annotations**Amal Nayouf, Tymaa Hammouda, Mustafa Jarrar, et al.*Semitic languages · 27 citations*](https://md.research.elamur.ai/free/en/papers/nayouf-2023-nabra-syrian-arabic-dialects-morphological/)
11. **[The FIGNEWS Shared Task on News Media Narratives](https://md.research.elamur.ai/free/en/papers/zaghouani-2024-fignews-shared-task-news-media/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Wajdi Zaghouani, Mustafa Jarrar, Nizar Habash, et al.*2024 · 26 citations*
12. **[Arabic Fine-Grained Entity Recognition](https://md.research.elamur.ai/free/en/papers/liqreina-2023-arabic-fine-grained-entity-recognition/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Haneen Abdallatif Liqreina, Mustafa Jarrar, Mohammed Khalilia, et al.*2023 · 24 citations*
13. **[ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task](https://md.research.elamur.ai/free/en/papers/khalilia-2024-arabicnlu-2024-first-arabic-natural/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Mohammed Khalilia, Sanad Malaysha, Reem Suwaileh, et al.*2024 · 19 citations*
14. **[A Benchmark and Scoring Algorithm for Enriching Arabic Synonyms](https://md.research.elamur.ai/free/en/papers/ghanem-2023-benchmark-scoring-algorithm-enriching-arabic/) [Global Wordnet Conference](https://md.research.elamur.ai/free/en/venues/gwc/)**Sana Ghanem, Mustafa Jarrar, Radi Jarrar, et al.*2023 · 18 citations*
15. **[LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation](https://md.research.elamur.ai/free/en/papers/hajj-2021-lu-bzu-semeval-2021-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Moustafa Al-Hajj, Mustafa Jarrar*2021 · 18 citations*
16. **[ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic](https://md.research.elamur.ai/free/en/papers/jarrar-2023-arbanking77-intent-detection-neural-model/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Mustafa Jarrar, Ahmet Birim, Mohammed Khalilia, et al.*2023 · 16 citations*
17. **[NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task](https://md.research.elamur.ai/free/en/papers/talafha-2025-nadi-2025-first-multidialectal-arabic/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Bashar Talafha, Hawau Olamide Toyin, Peter Sullivan, et al.*2025 · 15 citations*
18. [**Current Trends and Approaches in Synonyms Extraction: Potential Adaptation to Arabic arXiv:2205.10412 · In Proceedings of the 11th Workshop on Semantic Evaluation (SemEval2021), 2021 International Conference on Information Technology (ICIT), 2021, pp. 428-434, IEEE**Eman Naser-Karajah, Nabil Arman, Mustafa Jarrar*2021 · 14 citations*](https://md.research.elamur.ai/free/en/papers/naser-karajah-2022-current-trends-approaches-synonyms-extraction/)
19. **[ImageEval 2025: The First Arabic Image Captioning Shared Task](https://md.research.elamur.ai/free/en/papers/bashiti-2025-imageeval-2025-first-arabic-image/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Ahlam Bashiti, Alaa Aljabari, Hadi Hamoud, et al.*2025 · 13 citations*
20. **[Event-Arguments Extraction Corpus and Modeling using BERT for Arabic](https://md.research.elamur.ai/free/en/papers/aljabari-2024-event-arguments-extraction-corpus-modeling/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Alaa Aljabari, Lina Duaibes, Mustafa Jarrar, et al.*2024 · 11 citations*
21. **[Context-Gloss Augmentation for Improving Arabic Target Sense Verification](https://md.research.elamur.ai/free/en/papers/malaysha-2023-context-gloss-augmentation-improving-arabic/) [Global Wordnet Conference](https://md.research.elamur.ai/free/en/venues/gwc/)**Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia*2023 · 11 citations*
22. [**Offensive Hebrew Corpus and Detection using BERT**Nagham Hamad, Mustafa Jarrar, Mohammad Khalilia, et al.*Modern Hebrew · 11 citations*](https://md.research.elamur.ai/free/en/papers/hamad-2023-offensive-hebrew-corpus-detection-using/)
23. **[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*
24. **[Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propaganda.](https://md.research.elamur.ai/free/en/papers/duaibes-2024-sina-fignews-2024-multilingual-datasets/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Lina Duaibes, Areej Jaber, Mustafa Jarrar, et al.*2024 · 9 citations*
25. **[From RAG to Agentic RAG for Faithful Islamic Question Answering](https://md.research.elamur.ai/free/en/papers/bhatia-2026-rag-agentic-rag-faithful-islamic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Gagan Bhatia, Hamdy Mubarak, Mustafa Jarrar, et al.*2026 · 8 citations*
26. **[Qabas: An Open-Source Arabic Lexicographic Database](https://md.research.elamur.ai/free/en/papers/jarrar-2024-qabas-open-source-arabic-lexicographic/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Mustafa Jarrar, Tymaa Hasanain Hammouda*2024 · 8 citations*
27. [**Lisan: Yemeni, Iraqi, Libyan, and Sudanese Arabic Dialect Copora with Morphological Annotations arXiv:2212.06468**Mustafa Jarrar, Fadi A Zaraket, Tymaa Hammouda, et al.*2022 · 8 citations*](https://md.research.elamur.ai/free/en/papers/jarrar-2022-lisan-yemeni-iraqi-libyan-sudanese/)
28. **[Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/hamad-2025-konooz-multi-domain-multi-dialect/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Nagham Hamad, Mohammed Khalilia, Mustafa Jarrar*2025 · 6 citations*
29. **[NAKBA NLP 2026: Shared Task on Arabic Handwritten Manuscript Understanding (Palestine Memory–Omar Al-Saleh Memoir)](https://md.research.elamur.ai/free/en/papers/hamoud-2026-nakba-nlp-2026-shared-task/) [International Workshop on Nakba Narratives as Language Resources @ LREC](https://md.research.elamur.ai/free/en/venues/nakbanlp/)**Hadi Hamoud, Ahmad Ali Chamseddine, Bilal Shalash, et al.*2026 · 5 citations*
30. **[SinaTools: Open Source Toolkit for Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/papers/hammouda-2024-sinatools-open-source-toolkit-arabic/) [Procedia Computer Science](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/)**Tymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia*2024 · 5 citations*
31. **[NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness](https://md.research.elamur.ai/free/en/papers/malaysha-2024-nlu-str-semeval-2024-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia*2024 · 3 citations*
32. [**AlexandriaX 2026: The First Shared Task on Dialectal Arabic Machine Translation arXiv:2609.22796**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/)
33. **[Active Learning for Multidialectal Arabic POS Tagging](https://md.research.elamur.ai/free/en/papers/akra-2025-active-learning-multidialectal-arabic-pos/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Diyam Akra, Mohammed Khalilia, Mustafa Jarrar*2025 · 2 citations*
34. **[Relations: Arabic Relation Extraction Corpus and Modeling](https://md.research.elamur.ai/free/en/papers/aljabari-2025-mathrmwojood-relations-arabic-relation-extraction/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Alaa Aljabari, Mohammed Khalilia, Mustafa Jarrar*2025 · 2 citations*
35. **[AbjadStyleTransfer: Authorship Style Transfer for Arabic-Script Languages at AbjadNLP 2026 ↗](https://aclanthology.org/2026.abjadnlp-1.70/) Proceedings of the 2nd Workshop on NLP for Languages Using Arabic Script · no summary yet**Shadi Abudalfa et al.*2026 · 1 citation*
36. **[AdabNER: Arabic Digital Archive Books with Nested Entity Recognition](https://md.research.elamur.ai/free/en/papers/mourad-2026-adabner-arabic-digital-archive-books/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Aya Mourad, Mustafa Jarrar*2026*
37. [**AraGenre 2026: A Hierarchical Definition-Guided Arabic Genre Classification Shared Task arXiv:2609.27387 · The 4th ArabicNLP conference at EMNLP 2026**Mo El-Haj, Saad Ezzini, Shadi Abudalfa, et al.*2026*](https://md.research.elamur.ai/free/en/papers/el-haj-2026-aragenre-2026-hierarchical-definition-guided/)
38. **[AraREQ: A Dataset and End-to-End System for Conflict Detection and Resolution in Software Requirements](https://md.research.elamur.ai/free/en/papers/hammouda-2026-arareq-dataset-end-end-system/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Tymaa Hasanain Hammouda, Alaa Aljabari, Nagham Fahim Hamad, et al.*2026*
39. [**ImageEval 2026: Culturally Grounded Arabic Multimodal Evaluation arXiv:2608.30475**Samir Abdaljalil, Hunzalah Hassan Bhatti, Ahlam Bashiti, et al.*2026*](https://md.research.elamur.ai/free/en/papers/abdaljalil-2026-imageeval-2026-culturally-grounded-arabic/)
40. **[WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks ↗](https://aclanthology.org/2025.arabicnlp-main.14/) Proceedings of The Third Arabic Natural Language Processing Conference · no summary yet**Alaa Aljabari et al.*2025*