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The 7th Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT7) with 5 Shared Tasks

LREC 2026 Workshop

Palma, Mallorca, Spain 11 - 16 May 2026 43 papers
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01

Hidden Sentiments: The Impact of Low-level Adversarial Perturbations on Arabic Sentiment Analysis Services

Abdelrahman Hamada Hefny Abdelkader

pp. 1-13 DOI: 10.63317/3x52cptyrpkm
02

LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets

Mona H. Albaqawi, Eman M. Albalkhi, Joud A. Albaiti, Enrico Lopedoto

pp. 14-24 DOI: 10.63317/3hsd9iyq472z
03

Does Translation Preserve Sentiment? An Analysis of Arabic-English Cross-Lingual Classification

Nour Aldin Al Mubarak, Noura Al Moubayed

pp. 25-34 DOI: 10.63317/2khexrk5s3bx
04

When Bigger Isn’t Better: Evaluating LLMs for Arabic Sentiment Analysis

Mohamed Ibrahim, Abdullah Makki, Youssef Barakat, Nour Samy, Sarah AlHumoud

pp. 35-39 DOI: 10.63317/2kimof4u6y8x
05

GATE-Reranker: A Strong Arabic Cross-Encoder for Document Reranking

Omer Nacar, Omar Elshehy, Mohamed Zaytoon, Khloud Al Jallad

pp. 40-48 DOI: 10.63317/2y297wwcf77y
06

How Foundation Models Behave for Arabic Image Captioning?

Khaoula Dahimi, Amel Belabbaci, Hadda Cherroun, Abdelhamid Haouhat

pp. 49-58 DOI: 10.63317/3bhwcpon3fv5
07

AlignAR: Generative Sentence Alignment for Arabic–English Parallel Corpora of Legal and Literary Texts

Baorong Huang, Ali Asiri

pp. 59-65 DOI: 10.63317/2c9daup5j4k7
08

Helpful or Harmful? The Dual Role of Linguistic Features in LLM-Based Dialectal Machine Translation

Abdelhalim Hafedh Dahou, Mohamed Amine Cheragui

pp. 66-75 DOI: 10.63317/5dpmbr8bbedw
09

ASCAT: Arabic Scientific Benchmark for Advanced Translation Evaluation

Serry Sibaee, Khloud Al Jallad, Zineb Yousfi, Israa Elhosiny, Yousra Yousra El-Ghawi, Batool Balah, Omer Nacar

pp. 76-80 DOI: 10.63317/3328e5bk8rrs
10

SHEINfer: Implicit Product Category Inference from Arabic E-commerce Reviews

Hend Al-Khalifa

pp. 81-87 DOI: 10.63317/4t8cfnk4ki9a
11

NAJD-MT: High-Fidelity Saudi Najdi–English Training Data for Bidirectional Neural Machine Translation

Nour Qandos, Samar Essa Ahmed, Omer Nacar, ahmad alrabghi, Rahaf Saeed Al Hallay, Aya Hamod, Shaden Alsuhaim

pp. 88-93 DOI: 10.63317/27nkwba8nvda
12

Parsing Arabic Dialects Revisited: New Benchmarks, Models, and Insights

Ahmed Farouk Zakaria Elshabrawy, Go Inoue, Muhammed AbuOdeh, Nizar Habash

pp. 94-105 DOI: 10.63317/3eyeu3k726ab
13

On LLM Prompting Techniques for Arabic Language Arithmetic Reasoning

Reem Alenezi, Ayed Atallah Salman

pp. 106-114 DOI: 10.63317/52s6fyvjghcs
14

DIA2 - a Comprehensive and Diverse Diacritized Arabic Corpus for NLP Research

Fatima Dekmak, Shady Elbassuoni, Khaled Shaban, Hazem Hajj, Wassim El-Hajj, Yasmine Abu Adla, Buthaina Alabrash

pp. 115-130 DOI: 10.63317/3k2m7vtzunuk
15

CV-18 NER: Augmented Common Voice for Named Entity Recognition from Arabic Speech

youssef saidi, Haroun Elleuch, Fethi Bougares

pp. 131-140 DOI: 10.63317/3ayuttvcg6vu
16

ARHAHA 2026: The Shared Task on Arabic Humor Automatic Generation

Ameera Masoud Almasoud, Hend Al-Khalifa, Reem Fahad Alqifari, Nourah Alangari, Manal M. Albahlal

pp. 141-150 DOI: 10.63317/4hh2u3dppb58
17

The AdabEval 2026 Shared Task on Arabic Politeness Detection

Reem Fahad Alqifari, Hend Al-Khalifa, Nadia Ghezaiel, Maria Bounnit, Hend Hamed Alhazmi, Ameera Masoud Almasoud, Sharefah Ahmed Al-Ghamdi, Noof Abdullah Alfear

pp. 151-156 DOI: 10.63317/3sbqjqbib67c
18

GHAD NLP at AdabEval2026: Transformer-Based Approach for Arabic Politeness and Pragmatic Category Classification

Ghada Alfattni, ghader kurdi

pp. 157-164 DOI: 10.63317/4k9uztg6j9jr
19

MOSKA-NLP at AdabEval 2026: Feature-Enriched Ensembling for Arabic Politeness Detection

Nina A. Andriyanova-Almaamary

pp. 165-173 DOI: 10.63317/56vfmbyh3fsv
20

SHU at AdabEval 2026: Category-Aware Fine-Tuning of MARBERT for Arabic Politeness and Pragmatic Function Classification

Alla Zwawi, Stephen Wu

pp. 174-178 DOI: 10.63317/5csq27bytjtc

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