📰 International Workshop on Nakba Narratives as Language Resources @ LREC 2026 — accepted papers

International Workshop on Nakba Narratives as Language Resources @ LREC 2026 is the 2026 edition of the International Workshop on Nakba Narratives as Language Resources @ LREC, held in Palma, Mallorca (Spain), May 2026 (publisher: European Language Resources Association (ELRA)). The ACL Anthology lists 47 papers of it; our library holds 21 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Palma, Mallorca (Spain) · 🗓 May 2026

All accepted papers (47)

The most cited first; 21 with our summary link to their page here, the others to the original.

1. A2NLP at StanceNakba Shared Task: Fine-Tuned AraBERT for Topic-Based Arabic Stance Detection ↗Alaa Nairat, Aysar Mahmoud Nairat
2. Al-Warraq at AR-MS NAKBA-NLP 2026: Adapting Vision-Language and Transformer Models for Automatic Manuscript OCR/HTR ↗Ahmad Edris Youssef, Aya Hafiz Faris, Alhasan Hamood et al.
3. AlSaifTeam at AR-MS NAKBA-NLP 2026: Building Expert-Quality Ground Truth for Arabic Handwritten ManuscriptsJoud Fahad AlSaif, Alhasan Hamood Mohammed, Jana Mohammad Alseedour summary
4. AyahVerse at NakbaArchiveClassifier Shared Task: Architectural Trade-offs and Decision Calibration for Humanitarian Image ClassificationIbad-ur-Rehman Rashid, Akhtar Aliour summary
5. Baflah-lamri at NAKBA-NLP 2026: Manual Ground Truth EnrichmentBaflah Abdelouahab, Lamri Mohamedour summary
6. ChronoLearn: A GRAG LLM-Based System for Structuring and Exploring Historical NarrativesMohammad O. ALADDASI, Shahd L. Abu Hijleh, Omar Qawasmehour summary
7. Credibility Assessment for Arabic News on the Gaza War: A Hybrid Neural-Symbolic PipelineSanaa Abril, Sihame Mouanid, El habib Ben lahmar et al.our summary
8. DLRG@ NakbaArchiveClassifier Shared Task: Deep Transfer Learning for Destruction Detection in Nakba Archive Images Using EfficientNet-B3 ↗Ramesh R. Kannan, Ratnavel Rajalakshmi
9. Digilians at NakbaVirality Shared Task: Bidirectional Cross-Attention for Multimodal Virality Prediction ↗Ahmed Eid Hassan, Noureldeen H. Mohamed, Abdelrhman M. Fawzy et al.
10. Doaa Sulaiman at AR-MS NakbaNLP 2026: Faithful Diplomatic Transcription of Arabic Manuscripts Using a Human-Centred Annotation FrameworkDoaa Bahjat Sulaimanour summary
11. EGCSS at StanceNakba Shared Task: Cross-Topic Arabic Stance Detection for Two Middle East Issues ↗Asmaa Qindeel, Toka Khaled, Batool Najeh Balah et al.
12. Faisal_Adam at NakbaArchiveClassifier Shared Task: Archival Image Classification for Structural Destruction: A Robust Pipeline Using ResNet-50 and Test-Time Augmentation ↗Faisal Muhammad Adam, Salisu Aliyu
13. Free-Gaza at NakbaArchiveClassifier Shared Task: Towards Distinguishing the Destructive Effect of Nakba: NakbaImage Classification Using Artificial Intelligence TechniquesNisreen I. R. Yassin, Enas A. Hakim Khalilour summary
14. HCMUS_TheFangs at NakbaArchiveClassifier Shared Task: Foundation Models and Advanced Training Strategies for Conflict Damage ClassificationDuy Minh Dao Sy, Trung Kiet Huynh, Nguyen Chi Tran et al.our summary
15. HCMUS_TheFangs at NakbaVirality Shared Task: The Audience is the Message: Escaping the Deep Learning Trap in Conflict-Domain Virality PredictionDuy Minh Dao Syour summary
16. KUET at StanceNakba Shared Task: StanceMoE: Mixture-of-Experts Architecture for Stance Detection ↗Abdullah Al Shafi, Md. Milon Islam, Sk. Imran Hossain et al.
17. Ketaba-OCR at AR-MS NakbaNLP 2026: Efficient Adaptation of Vision-Language Models for Handwritten RecognitionHassan Barmandah, Fatimah Emad Eldin, Khloud Al Jallad et al.our summary
18. KvochurHegel at NakbaArchiveClassifier Shared Task: Nakba Image Classification via ConvNeXt-V2 and Label Smoothing ↗Minh-Hoang Le
19. KvochurHegel at StanceNakba: Robust Stance Detection with Regularized Natural Language Inference ↗Minh-Hoang Le
20. Latent Narratives at AR-MS NakbaNLP 2026: Reducing Character Errors in Arabic Manuscript Transcription: A CER Oriented SystemFatima Shaza, Sara Al-Desouky, Sarah Ayadour summary
21. MennaAly at NakbaArchiveClassifier Shared Task: Transfer Learning with ResNet for Historical Image Classification ↗Menna Aly
22. Mining the Pre-1948 Palestinian Press: Unsupervised Keyphrase Extraction and Temporal Discourse Analysis from Five Historical Arabic NewspapersBasel Barakat, Nizam Barakatour summary
23. Misraj AI at AR-MS NAKBA-NLP 2026: A State-of-the-Art VLM in Arabic Handwritten Text RecognitionKhalil Hennara, Muhammad Hreden, Zeina Aldallal et al.our summary
24. NAKBA NLP 2026: Shared Task on Arabic Handwritten Manuscript Understanding (Palestine Memory–Omar Al-Saleh Memoir)Hadi Hamoud, Ahmad Ali Chamseddine, Bilal Shalash et al.our summary
25. NU_Hallucinators at NakbaArchiveClassifier Shared Task: A CLIP-Based Approach for Destruction Detection in Historical Image Archives ↗Salma Khaled Hegazy, Mohamed Ibrahim Ragab

See all 47 papers in International Workshop on Nakba Narratives as Language Resources @ LREC 2026 — accepted papers →

📄 Papers with our summary in our library (21)

The most cited first (OpenAlex citations plus our library's).

1. NAKBA NLP 2026: Shared Task on Arabic Handwritten Manuscript Understanding (Palestine Memory–Omar Al-Saleh Memoir)International Workshop on Nakba Narratives as Language Resources @ LRECHadi Hamoud, Ahmad Ali Chamseddine, Bilal Shalash, et al.2026 · 5 citations
2. The NakbaVirality Shared Task on Multimodal Virality Prediction in High-Stakes DiscourseInternational Workshop on Nakba Narratives as Language Resources @ LRECSaad Ezzini, Salima Lamsiyah, Shadi Abudalfa, et al.2026 · 1 citation
3. Baflah-lamri at NAKBA-NLP 2026: Manual Ground Truth EnrichmentInternational Workshop on Nakba Narratives as Language Resources @ LRECBaflah Abdelouahab, Lamri Mohamed2026
4. Tarikhi: Arabic Temporal Information Extraction from Arabic Historical DocumentsInternational Workshop on Nakba Narratives as Language Resources @ LRECQusay Abdo, Serin Atiani, Tariq Sraiji, et al.2026
5. Credibility Assessment for Arabic News on the Gaza War: A Hybrid Neural-Symbolic PipelineInternational Workshop on Nakba Narratives as Language Resources @ LRECSanaa Abril, Sihame Mouanid, El habib Ben lahmar, et al.2026
6. ChronoLearn: A GRAG LLM-Based System for Structuring and Exploring Historical NarrativesInternational Workshop on Nakba Narratives as Language Resources @ LRECMohammad O. ALADDASI, Shahd L. Abu Hijleh, Omar Qawasmeh2026
7. Not Gemma at AR-MS NakbaNLP 2026: Mubsir OCR: End-to-End Recognition of Arabic Handwritten TextInternational Workshop on Nakba Narratives as Language Resources @ LRECAli Adel Ali, Mona Khaled Ali, Mohamed Emad Sayed, et al.2026
8. AlSaifTeam at AR-MS NAKBA-NLP 2026: Building Expert-Quality Ground Truth for Arabic Handwritten ManuscriptsInternational Workshop on Nakba Narratives as Language Resources @ LRECJoud Fahad AlSaif, Alhasan Hamood Mohammed, Jana Mohammad Alseed2026
9. PalNLP at AR-MS Shared Task: Guidelines Paper for Arabic Manuscript TranscriptionInternational Workshop on Nakba Narratives as Language Resources @ LRECMutaz Ayesh2026
10. The NakbaEcho Dataset: From Oral Testimonies to a Transcribed Arabic History CorpusInternational Workshop on Nakba Narratives as Language Resources @ LRECBatool Najeh Balah, Mahmoud Fawzi, Houda Elmimouni, et al.2026
11. Mining the Pre-1948 Palestinian Press: Unsupervised Keyphrase Extraction and Temporal Discourse Analysis from Five Historical Arabic NewspapersInternational Workshop on Nakba Narratives as Language Resources @ LRECBasel Barakat, Nizam Barakat2026
12. Ketaba-OCR at AR-MS NakbaNLP 2026: Efficient Adaptation of Vision-Language Models for Handwritten RecognitionInternational Workshop on Nakba Narratives as Language Resources @ LRECHassan Barmandah, Fatimah Emad Eldin, Khloud Al Jallad, et al.2026
13. Misraj AI at AR-MS NAKBA-NLP 2026: A State-of-the-Art VLM in Arabic Handwritten Text RecognitionInternational Workshop on Nakba Narratives as Language Resources @ LRECKhalil Hennara, Muhammad Hreden, Zeina Aldallal, et al.2026
14. Oblevit at AR-MS NAKBA NLP 2026 Subtask 2: Hybrid CNN–BiLSTM–CTC Framework with Linguistic Refinement for Arabic Handwritten Manuscript RecognitionInternational Workshop on Nakba Narratives as Language Resources @ LRECReem Juhaysh, Abuelgasim Sami Abusonoun, Sara Ayad2026
15. No Overfit at NakbaArchiveClassifier Shared Task: A Swin Transformer-Based System for Destruction Image ClassificationInternational Workshop on Nakba Narratives as Language Resources @ LRECMohamed Fathy Mohamed, Samar Mahmoud Abd El-Mageed, Ensaf Mohamed2026
16. AyahVerse at NakbaArchiveClassifier Shared Task: Architectural Trade-offs and Decision Calibration for Humanitarian Image ClassificationInternational Workshop on Nakba Narratives as Language Resources @ LRECIbad-ur-Rehman Rashid, Akhtar Ali2026
17. Latent Narratives at AR-MS NakbaNLP 2026: Reducing Character Errors in Arabic Manuscript Transcription: A CER Oriented SystemInternational Workshop on Nakba Narratives as Language Resources @ LRECFatima Shaza, Sara Al-Desouky, Sarah Ayad2026
18. Doaa Sulaiman at AR-MS NakbaNLP 2026: Faithful Diplomatic Transcription of Arabic Manuscripts Using a Human-Centred Annotation FrameworkInternational Workshop on Nakba Narratives as Language Resources @ LRECDoaa Bahjat Sulaiman2026
19. HCMUS_TheFangs at NakbaArchiveClassifier Shared Task: Foundation Models and Advanced Training Strategies for Conflict Damage ClassificationInternational Workshop on Nakba Narratives as Language Resources @ LRECDuy Minh Dao Sy, Trung Kiet Huynh, Nguyen Chi Tran, et al.2026
20. HCMUS_TheFangs at NakbaVirality Shared Task: The Audience is the Message: Escaping the Deep Learning Trap in Conflict-Domain Virality PredictionInternational Workshop on Nakba Narratives as Language Resources @ LRECDao Sy, Duy Minh2026
21. Free-Gaza at NakbaArchiveClassifier Shared Task: Towards Distinguishing the Destructive Effect of Nakba: NakbaImage Classification Using Artificial Intelligence TechniquesInternational Workshop on Nakba Narratives as Language Resources @ LRECNisreen I. R. Yassin, Enas A. Hakim Khalil2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

Semitic languages (14)🧵Discourse analysis (2)🖼️Vision & language (2)🧠Language models & pretraining (1)🔎Information extraction (1)

📚 Fields

🖥️Computer Science (21)⚙️Engineering (10)🎭Arts and Humanities (9)🤝Social Sciences (5)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Arab Open UniversityRiyadh · Saudi Arabia3 works here🎓Helwan UniversityCairo · Egypt2 works here🎓Ain Shams UniversityCairo · Egypt1 work here🎓Vietnam National University Ho Chi Minh CityHo Chi Minh City · Vietnam1 work here🎓King Fahd University of Petroleum and MineralsDhahran · Saudi Arabia1 work here🎓Princess Sumaya University for TechnologyAmman · Jordan1 work here🎓Mansoura UniversityAl Mansurah · Egypt1 work here🎓University of LuxembourgLuxembourg · Luxembourg1 work here🎓Umm al-Qura UniversityMakkah al Mukarramah · Saudi Arabia1 work here🎓Ho Chi Minh City University of ScienceHo Chi Minh City · Vietnam1 work here🎓Doha Institute for Graduate StudiesDoha · Qatar1 work here🎓Hamad bin Khalifa UniversityDoha · Qatar1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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