📰 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

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
26. Nakba Discourse 2025: A Bilingual Social Media Dataset for Collective Trauma Analysis ↗Wajdi Zaghouani, Mabrouka Bessghaier, Kais Attia
27. No Overfit at NakbaArchiveClassifier Shared Task: A Swin Transformer-Based System for Destruction Image ClassificationMohamed Fathy Mohamed, Samar Mahmoud Abd El-Mageed, Ensaf Mohamedour summary
28. Not Gemma at AR-MS NakbaNLP 2026: Mubsir OCR: End-to-End Recognition of Arabic Handwritten TextAli 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 RecognitionReem Juhaysh, Abuelgasim Sami Abusonoun, Sara Ayadour summary
30. PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection ↗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 TranscriptionMutaz Ayeshour summary
32. Pixel at NakbaArchiveClassifier Shared Task: ConvNeXt-Based Ensemble for Destruction Detection ↗Rahaf Jaber
33. PushingBoundaries at NakbaVirality Shared Task: Recursive Prompt Improvement for Multimodal Virality Classification ↗Ashhadul Islam, Md Rafiul Biswas, Samir Brahim Belhaouari et al.
34. StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse ↗Kholoud Khalil Aldous, Md. Rafiul Biswas, Mabrouka Bessghaier et al.
35. Tarikhi: Arabic Temporal Information Extraction from Arabic Historical DocumentsQusay Abdo, Serin Atiani, Tariq Sraiji et al.our summary
36. The NakbaArchiveClassifier Shared Task on Nakba Image Classification ↗Alexei Abrahams, Shadi Abudalfa, Mustafa Jarrar et al.
37. The NakbaEcho Dataset: From Oral Testimonies to a Transcribed Arabic History CorpusBatool Najeh Balah, Mahmoud Fawzi, Houda Elmimouni et al.our summary
38. The NakbaVirality Shared Task on Multimodal Virality Prediction in High-Stakes DiscourseSaad 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 ↗Mohamed Bahgat, Doaa Salah, Sarah Yassine
40. U4RASD at StanceNakba Shared Task: Data Augmentation and Auxiliary Objectives for Arabic Stance Detection ↗Nancy Hamdan, Aya Jouni, Aya Saïd et al.
41. Viva_Palestine at StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse ↗Wafaa El-Kassas, Enas Khalil, Enas El Houby
42. Xin1212 at NakbaVirality Shared Task: Frozen CLIP with Residual Adapter for Multimodal Virality Classification ↗Xinyan Zhang, Bingzhou Yang
43. Yafa at StanceNakba: Actor-Level Stance Detection Using Cross-Lingual Approach ↗Tasnim Zayet, Osama Hamed, Tasneem Duridi
44. ZAHIRA BOULANOUAR at NakbaArchiveClassifier Shared Task: Detecting Infrastructure Destruction in Gaza with a ConvNeXt Ensemble ↗Zahira Boulanouar
45. “Hope” at NakbaArchiveClassifier Shared Task: Transfer Learning-Based CNN Models for Infrastructure Damage Detection ↗Lojien AlKhidir, HebaTalla Abdelhady
46. mlenthusiast at NakbaArchiveClassifier Shared Task: A Lightweight SVM-Gated Ensemble of EfficientNets for Image Classification ↗Md. Ajwad Hossain
47. shroukgbr at StanceNakba Shared Task: Transformer-Based Ensemble Learning for Actor-Level Stance Detection in Palestinian–Israeli Social Media Discourse ↗Shrouk Anwar Gbr, Mohamed Ibrahim Ragab

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