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Proceedings of the 2nd International Workshop on Nakba Narratives as Language Resources @ LREC 2026

LREC 2026 Workshop

Palma, Mallorca, Spain 11 - 16 May 2026 47 papers
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01

The NakbaEcho Dataset: From Oral Testimonies to a Transcribed Arabic History Corpus

Batool Najeh Balah, Mahmoud Fawzi, Houda Elmimouni, Walid Magdy

pp. 1-22 DOI: 10.63317/4zvtrpg8sm2s
02

Mining the Pre-1948 Palestinian Press: Unsupervised Keyphrase Extraction and Temporal Discourse Analysis from Five Historical Arabic Newspapers

Basel Barakat, Nizam Barakat

pp. 23-32 DOI: 10.63317/3oaq8zxp9hwx
03

Nakba Discourse 2025: A Bilingual Social Media Dataset for Collective Trauma Analysis

Wajdi Zaghouani, Mabrouka Bessghaier, Kais Attia

pp. 33-42 DOI: 10.63317/26i8wdd5eyrt
04

ChronoLearn: A GRAG LLM-Based System for Structuring and Exploring Historical Narratives

Mohammad O. ALADDASI, Shahd L. Abu Hijleh, Omar Qawasmeh

pp. 43-49 DOI: 10.63317/2bbamet766xn
05

Credibility Assessment for Arabic News on the Gaza War: A Hybrid Neural-Symbolic Pipeline

Sanaa Abril, Sihame Mouanid, El habib Ben lahmar, Omar Zahour

pp. 50-59 DOI: 10.63317/2hvdmcb8xkoh
06

Tarikhi: Arabic Temporal Information Extraction from Arabic Historical Documents

Qusay Abdo, Serin Atiani, Tariq Sraiji, Adnan Saeed

pp. 60-69 DOI: 10.63317/5eco9hgcoxp8
07

NAKBA NLP 2026: Shared Task on Arabic Handwritten Manuscript Understanding (Palestine Memory–Omar Al-Saleh Memoir)

Hadi Hamoud, Ahmad Ali Chamseddine, Bilal Shalash, Firas Ben Abid, Mustafa Jarrar, Chadi Abou Chakra, Bernard Ghanem, Fadi A. Zaraket

pp. 70-79 DOI: 10.63317/3iakmct86er7
08

StanceNakba Shared Task: Actor and Topic-Aware Stance Detection in Public Discourse

Kholoud Khalil Aldous, Md. Rafiul Biswas, Mabrouka Bessghaier, Shimaa Amer Ibrahim, Kais Attia, Wajdi Zaghouani

pp. 80-90 DOI: 10.63317/3jpmi9oc23t4
09

The NakbaArchiveClassifier Shared Task on Nakba Image Classification

Alexei Abrahams, Shadi Abudalfa, Mustafa Jarrar, George Mikros

pp. 91-97 DOI: 10.63317/55jks599ezv8
10

The NakbaVirality Shared Task on MultimodalVirality Prediction in High-Stakes Discourse

Saad Ezzini, Salima Lamsiyah, Shadi Abudalfa, Samir El-Amrany, Walid Alsafadi

pp. 98-103 DOI: 10.63317/3qkodh8922a6
11

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

pp. 104-107 DOI: 10.63317/3s6qbjzfgsbh
12

Doaa Sulaiman at AR-MS NakbaNLP 2026: Faithful Diplomatic Transcription of Arabic Manuscripts Using a Human-Centred Annotation Framework

Doaa Bahjat Sulaiman

pp. 108-112 DOI: 10.63317/3ti98qkygayb
13

KvochurHegel at StanceNakba: Robust Stance Detection with Regularized Natural Language Inference

Minh-Hoang Le

pp. 113-117 DOI: 10.63317/3qqbomcjihz4
14

KvochurHegel at NakbaArchiveClassifier Shared Task: Nakba Image Classification via ConvNeXt-V2 and Label Smoothing

Minh-Hoang Le

pp. 118-120 DOI: 10.63317/4uecz9j2m37s
15

HCMUS_TheFangs at NakbaArchiveClassifier Shared Task: Foundation Models and Advanced Training Strategies for Conflict Damage Classification

Duy Minh Dao Sy, Trung Kiet Huynh, Nguyen Chi Tran, Phu Quy Nguyen Lam, Phu Hoa Pham

pp. 121-127 DOI: 10.63317/26tv58oaqfc4
16

Baflah-lamri at NAKBA-NLP 2026: Manual Ground Truth Enrichment

baflah abdelouahab, Lamri Mohamed

pp. 128-132 DOI: 10.63317/4aymwtp2ujku
17

Free-Gaza at NakbaArchiveClassifier Shared Task: Towards Distinguishing the Destructive Effect of Nakba: NakbaImage Classification Using Artificial Intelligence Techniques

Nisreen I. R. Yassin, Enas A. Hakim Khalil

pp. 133-136 DOI: 10.63317/59i3kmpytngj
18

HCMUS_TheFangs at NakbaVirality Shared Task: The Audience is the Message: Escaping the Deep Learning Trap in Conflict-Domain Virality Prediction

Duy Minh Dao Sy

pp. 137-143 DOI: 10.63317/3bdi84ncsp38
19

Xin1212 at NakbaVirality Shared Task: Frozen CLIP with Residual Adapter for Multimodal Virality Classification

Xinyan Zhang, Bingzhou Yang

pp. 144-146 DOI: 10.63317/3myy3h8imvfz
20

A2NLP at StanceNakba Shared Task: Fine-Tuned AraBERT for Topic-Based Arabic Stance Detection

Alaa Nairat, Aysar Mahmoud Nairat

pp. 147-159 DOI: 10.63317/5jy5nrvfrzzk

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