---
title: "International Workshop on Nakba Narratives as Language"
description: "All 47 papers of International Workshop on Nakba Narratives as Language Resources @ LREC 2026, the most cited first; those with our…"
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# International Workshop on Nakba Narratives as Language Resources @ LREC 2026: all accepted papers

47 papers · the most cited first · [← International Workshop on Nakba Narratives as Language Resources @ LREC 2026](https://md.research.elamur.ai/free/en/venues/nakbanlp/2026/)

1. **[A2NLP at StanceNakba Shared Task: Fine-Tuned AraBERT for Topic-Based Arabic Stance Detection ↗](https://aclanthology.org/2026.nakbanlp-1.20/)**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 ↗](https://aclanthology.org/2026.nakbanlp-1.26/)**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 Manuscripts](https://md.research.elamur.ai/free/en/papers/alsaif-2026-alsaifteam-ar-ms-nakba-nlp/)**Joud Fahad AlSaif, Alhasan Hamood Mohammed, Jana Mohammad Alseed*our summary*
4. **[AyahVerse at NakbaArchiveClassifier Shared Task: Architectural Trade-offs and Decision Calibration for Humanitarian Image Classification](https://md.research.elamur.ai/free/en/papers/rashid-2026-ayahverse-nakbaarchiveclassifier-shared-task-architectural/)**Ibad-ur-Rehman Rashid, Akhtar Ali*our summary*
5. **[Baflah-lamri at NAKBA-NLP 2026: Manual Ground Truth Enrichment](https://md.research.elamur.ai/free/en/papers/abdelouahab-2026-baflah-lamri-nakba-nlp-2026/)**Baflah Abdelouahab, Lamri Mohamed*our summary*
6. **[ChronoLearn: A GRAG LLM-Based System for Structuring and Exploring Historical Narratives](https://md.research.elamur.ai/free/en/papers/aladdasi-2026-chronolearn-grag-llm-based-system/)**Mohammad O. ALADDASI, Shahd L. Abu Hijleh, Omar Qawasmeh*our summary*
7. **[Credibility Assessment for Arabic News on the Gaza War: A Hybrid Neural-Symbolic Pipeline](https://md.research.elamur.ai/free/en/papers/abril-2026-credibility-assessment-arabic-news-gaza/)**Sanaa 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 ↗](https://aclanthology.org/2026.nakbanlp-1.34/)**Ramesh R. Kannan, Ratnavel Rajalakshmi
9. **[Digilians at NakbaVirality Shared Task: Bidirectional Cross-Attention for Multimodal Virality Prediction ↗](https://aclanthology.org/2026.nakbanlp-1.41/)**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 Framework](https://md.research.elamur.ai/free/en/papers/sulaiman-2026-doaa-sulaiman-ar-ms-nakbanlp/)**Doaa Bahjat Sulaiman*our summary*
11. **[EGCSS at StanceNakba Shared Task: Cross-Topic Arabic Stance Detection for Two Middle East Issues ↗](https://aclanthology.org/2026.nakbanlp-1.47/)**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 ↗](https://aclanthology.org/2026.nakbanlp-1.11/)**Faisal Muhammad Adam, Salisu Aliyu
13. **[Free-Gaza at NakbaArchiveClassifier Shared Task: Towards Distinguishing the Destructive Effect of Nakba: NakbaImage Classification Using Artificial Intelligence Techniques](https://md.research.elamur.ai/free/en/papers/yassin-2026-free-gaza-nakbaarchiveclassifier-shared-task/)**Nisreen I. R. Yassin, Enas A. Hakim Khalil*our summary*
14. **[HCMUS_TheFangs at NakbaArchiveClassifier Shared Task: Foundation Models and Advanced Training Strategies for Conflict Damage Classification](https://md.research.elamur.ai/free/en/papers/sy-2026-hcmus-thefangs-nakbaarchiveclassifier-shared-task/)**Duy 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 Prediction](https://md.research.elamur.ai/free/en/papers/sy-2026-hcmus-thefangs-nakbavirality-shared-task/)**Duy Minh Dao Sy*our summary*
16. **[KUET at StanceNakba Shared Task: StanceMoE: Mixture-of-Experts Architecture for Stance Detection ↗](https://aclanthology.org/2026.nakbanlp-1.37/)**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 Recognition](https://md.research.elamur.ai/free/en/papers/barmandah-2026-ketaba-ocr-ar-ms-nakbanlp/)**Hassan 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 ↗](https://aclanthology.org/2026.nakbanlp-1.14/)**Minh-Hoang Le
19. **[KvochurHegel at StanceNakba: Robust Stance Detection with Regularized Natural Language Inference ↗](https://aclanthology.org/2026.nakbanlp-1.13/)**Minh-Hoang Le
20. **[Latent Narratives at AR-MS NakbaNLP 2026: Reducing Character Errors in Arabic Manuscript Transcription: A CER Oriented System](https://md.research.elamur.ai/free/en/papers/shaza-2026-latent-narratives-ar-ms-nakbanlp/)**Fatima Shaza, Sara Al-Desouky, Sarah Ayad*our summary*
21. **[MennaAly at NakbaArchiveClassifier Shared Task: Transfer Learning with ResNet for Historical Image Classification ↗](https://aclanthology.org/2026.nakbanlp-1.33/)**Menna Aly
22. **[Mining the Pre-1948 Palestinian Press: Unsupervised Keyphrase Extraction and Temporal Discourse Analysis from Five Historical Arabic Newspapers](https://md.research.elamur.ai/free/en/papers/barakat-2026-mining-pre-1948-palestinian-press/)**Basel Barakat, Nizam Barakat*our summary*
23. **[Misraj AI at AR-MS NAKBA-NLP 2026: A State-of-the-Art VLM in Arabic Handwritten Text Recognition](https://md.research.elamur.ai/free/en/papers/hennara-2026-misraj-ai-ar-ms-nakba/)**Khalil 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)](https://md.research.elamur.ai/free/en/papers/hamoud-2026-nakba-nlp-2026-shared-task/)**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 ↗](https://aclanthology.org/2026.nakbanlp-1.45/)**Salma Khaled Hegazy, Mohamed Ibrahim Ragab
26. **[Nakba Discourse 2025: A Bilingual Social Media Dataset for Collective Trauma Analysis ↗](https://aclanthology.org/2026.nakbanlp-1.3/)**Wajdi Zaghouani, Mabrouka Bessghaier, Kais Attia
27. **[No Overfit at NakbaArchiveClassifier Shared Task: A Swin Transformer-Based System for Destruction Image Classification](https://md.research.elamur.ai/free/en/papers/mohamed-2026-no-overfit-nakbaarchiveclassifier-shared-task/)**Mohamed Fathy Mohamed, Samar Mahmoud Abd El-Mageed, Ensaf Mohamed*our summary*
28. **[Not Gemma at AR-MS NakbaNLP 2026: Mubsir OCR: End-to-End Recognition of Arabic Handwritten Text](https://md.research.elamur.ai/free/en/papers/ali-2026-not-gemma-ar-ms-nakbanlp/)**Ali Adel Ali, Mona Khaled Ali, Mohamed Emad Sayed et al.*our summary*
29. **[Oblevit at AR-MS NAKBA NLP 2026 Subtask 2: Hybrid CNN–BiLSTM–CTC Framework with Linguistic Refinement for Arabic Handwritten Manuscript Recognition](https://md.research.elamur.ai/free/en/papers/juhaysh-2026-oblevit-ar-ms-nakba-nlp/)**Reem Juhaysh, Abuelgasim Sami Abusonoun, Sara Ayad*our summary*
30. **[PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection ↗](https://aclanthology.org/2026.nakbanlp-1.38/)**Md. Shakhoyat Rahman Shujon, MD Jahid Hasan Jim, Md. Milon Islam et al.
31. **[PalNLP at AR-MS Shared Task: Guidelines Paper for Arabic Manuscript Transcription](https://md.research.elamur.ai/free/en/papers/ayesh-2026-palnlp-ar-ms-shared-task/)**Mutaz Ayesh*our summary*
32. **[Pixel at NakbaArchiveClassifier Shared Task: ConvNeXt-Based Ensemble for Destruction Detection ↗](https://aclanthology.org/2026.nakbanlp-1.32/)**Rahaf Jaber
33. **[PushingBoundaries at NakbaVirality Shared Task: Recursive Prompt Improvement for Multimodal Virality Classification ↗](https://aclanthology.org/2026.nakbanlp-1.28/)**Ashhadul Islam, Md Rafiul Biswas, Samir Brahim Belhaouari et al.
34. **[StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse ↗](https://aclanthology.org/2026.nakbanlp-1.8/)**Kholoud Khalil Aldous, Md. Rafiul Biswas, Mabrouka Bessghaier et al.
35. **[Tarikhi: Arabic Temporal Information Extraction from Arabic Historical Documents](https://md.research.elamur.ai/free/en/papers/abdo-2026-tarikhi-arabic-temporal-information-extraction/)**Qusay Abdo, Serin Atiani, Tariq Sraiji et al.*our summary*
36. **[The NakbaArchiveClassifier Shared Task on Nakba Image Classification ↗](https://aclanthology.org/2026.nakbanlp-1.9/)**Alexei Abrahams, Shadi Abudalfa, Mustafa Jarrar et al.
37. **[The NakbaEcho Dataset: From Oral Testimonies to a Transcribed Arabic History Corpus](https://md.research.elamur.ai/free/en/papers/balah-2026-nakbaecho-dataset-oral-testimonies-transcribed/)**Batool Najeh Balah, Mahmoud Fawzi, Houda Elmimouni et al.*our summary*
38. **[The NakbaVirality Shared Task on Multimodal Virality Prediction in High-Stakes Discourse](https://md.research.elamur.ai/free/en/papers/ezzini-2026-nakbavirality-shared-task-multimodal-virality/)**Saad Ezzini, Salima Lamsiyah, Shadi Abudalfa et al.*our summary*
39. **[The Resistant Word at StanceNakba Shared Task: A Topic-Aware Model for Cross-Topic Stance Detection ↗](https://aclanthology.org/2026.nakbanlp-1.24/)**Mohamed Bahgat, Doaa Salah, Sarah Yassine
40. **[U4RASD at StanceNakba Shared Task: Data Augmentation and Auxiliary Objectives for Arabic Stance Detection ↗](https://aclanthology.org/2026.nakbanlp-1.29/)**Nancy Hamdan, Aya Jouni, Aya Saïd et al.
41. **[Viva_Palestine at StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse ↗](https://aclanthology.org/2026.nakbanlp-1.36/)**Wafaa El-Kassas, Enas Khalil, Enas El Houby
42. **[Xin1212 at NakbaVirality Shared Task: Frozen CLIP with Residual Adapter for Multimodal Virality Classification ↗](https://aclanthology.org/2026.nakbanlp-1.19/)**Xinyan Zhang, Bingzhou Yang
43. **[Yafa at StanceNakba: Actor-Level Stance Detection Using Cross-Lingual Approach ↗](https://aclanthology.org/2026.nakbanlp-1.23/)**Tasnim Zayet, Osama Hamed, Tasneem Duridi
44. **[ZAHIRA BOULANOUAR at NakbaArchiveClassifier Shared Task: Detecting Infrastructure Destruction in Gaza with a ConvNeXt Ensemble ↗](https://aclanthology.org/2026.nakbanlp-1.46/)**Zahira Boulanouar
45. **[“Hope” at NakbaArchiveClassifier Shared Task: Transfer Learning-Based CNN Models for Infrastructure Damage Detection ↗](https://aclanthology.org/2026.nakbanlp-1.25/)**Lojien AlKhidir, HebaTalla Abdelhady
46. **[mlenthusiast at NakbaArchiveClassifier Shared Task: A Lightweight SVM-Gated Ensemble of EfficientNets for Image Classification ↗](https://aclanthology.org/2026.nakbanlp-1.31/)**Md. Ajwad Hossain
47. **[shroukgbr at StanceNakba Shared Task: Transformer-Based Ensemble Learning for Actor-Level Stance Detection in Palestinian–Israeli Social Media Discourse ↗](https://aclanthology.org/2026.nakbanlp-1.44/)**Shrouk Anwar Gbr, Mohamed Ibrahim Ragab
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