Workshop on Open-Source Arabic Corpora and Processing Tools (OSACT) with Shared Tasks on Arabic LLMs Hallucination and Dialect to MSA Machine Translation @ LREC-COLING 2026: all accepted papers
- A Comparative Study of Arabic Sentiment Swap Models for AraSentEval 2026 ↗Yumna Hamdy, Mohab ElDamhougy, Yomna Eid et al.
- ARHAHA 2026: The Shared Task on Arabic Humor Automatic Generation ↗Ameera Masoud Almasoud, Hend Al-Khalifa, Reem Fahad Alqifari et al.
- ASCAT: Arabic Scientific Benchmark for Advanced Translation EvaluationSerry Sibaee, Khloud Al Jallad, Zineb Yousfi et al.our summary
- Abjad AI at KSAA-2026 Shared Task 2: Grouped Speech Conditioning for Arabic Diacritization ↗Naif Saad Alharthi, Ahmad Ghannam, Faris Alasmary et al.
- AraSentEval 2026: A Shared Task on Sentiment Analysis and Swapping in Arabic ↗Saad Ezzini, Shadi Abudalfa, Maram I. Alharbi et al.
- BDSI at AraSentEval Shared Task : A Multi-Transformer Contrastive Learning for Arabic Dialect Sentiment Analysis ↗Mohamed M'haouach, Kaouthar Elyoussoufi, Abdessamad Benlahbib et al.
- CV-18 NER: Augmented Common Voice for Named Entity Recognition from Arabic Speech ↗Youssef Saidi, Haroun Elleuch, Fethi Bougares
- CasbAI at AraSentEval 2026: Robust Dialectal Arabic Sentiment Classification via Multi-Seed Ensembling and Data Augmentation. ↗Chaima Abdelaziz, KahinaHouda Saadaoui, Faiza BELBACHIR et al.
- Comparative Study of Machine Learning and Transformer-Based Approaches for Arabic Politeness Detection at AdabEval 2026 ↗Mariem Ben Arbia, Ghada Ben Amor, Houssem Safi et al.
- DIA2 - a Comprehensive and Diverse Diacritized Arabic Corpus for NLP Research ↗Fatima Dekmak, Shady Elbassuoni, Khaled Shaban et al.
- Does Translation Preserve Sentiment? An Analysis of Arabic-English Cross-Lingual Classification ↗Nour Aldin Al Mubarak, Noura Al Moubayed
- Eraserhead at OSACT7 Shared Task: ASR Consistency Filtering and Speaker-Adaptive Post-Processing for Arabic Speech Diacritization ↗Muhammad Abu Horaira, Nahian Chowdhury
- Fine-Tashkeel at KSAA-2026: A Comprehensive Evaluation of Seq2Seq and Multimodal Approaches for Automatic Diacritization of Arabic Speech Dictation ↗Hassan Barmandah, Fatimah Emad Eldin, Omer Nacar et al.
- GATE-Reranker: A Strong Arabic Cross-Encoder for Document Reranking ↗Omer Nacar, Omar Elshehy, Mohamed Zaytoon et al.
- GHAD NLP at AdabEval2026: Transformer-Based Approach for Arabic Politeness and Pragmatic Category ClassificationGhada Alfattni, Ghader Kurdiour summary
- Helpful or Harmful? The Dual Role of Linguistic Features in LLM-Based Dialectal Machine Translation ↗Abdelhalim Hafedh Dahou, Mohamed Amine Cheragui
- Hidden Sentiments: The Impact of Low-level Adversarial Perturbations on Arabic Sentiment Analysis Services ↗Abdelrahman Hamada Hefny Abdelkader
- How Foundation Models Behave for Arabic Image Captioning? ↗Khaoula Dahimi, Amel Belabbaci, Hadda Cherroun et al.
- KSAA-2026 Shared Task on Arabic Speech Dictation with Automatic Diacritization ↗Asma Ali Al Wazrah, Waad Alshammari, Rawan Almatham et al.
- L3IA at AraSentEval 2026 Subtask 2: LLM-Based Multi-Step Pipeline for Arabic Sentiment Swap ↗Abdessamad Benlahbib, Hamza Alami, Mohamed M'haouach et al.
- L3IA-Subtask 1 at AraSentEval Shared Task: Multi-Dialect Arabic Sentiment Classification via a Transformer-Based Approach ↗Mohamed M'haouach, Kaouthar Elyoussoufi, Hamza Alami et al.
- LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets ↗Mona H. Albaqawi, Eman M. Albalkhi, Joud A. Albaiti et al.
- LinguArabic at AraSentEval 2026: MARBERT for Multi-Dialect Arabic Sentiment Analysis ↗Norah Saud Alshahrani, Elham Abdullah Al-Qarni, Shatha Hussan Alshomrani
- MOSKA-NLP at AdabEval 2026: Feature-Enriched Ensembling for Arabic Politeness Detection ↗Nina A. Andriyanova-Almaamary
- NAJD-MT: High-Fidelity Saudi Najdi–English Training Data for Bidirectional Neural Machine Translation ↗Nour Qandos, Samar Essa Ahmed, Omer Nacar et al.
- On LLM Prompting Techniques for Arabic Language Arithmetic Reasoning ↗Reem Alenezi, Ayed Atallah Salman
- PSL at QIAS 2026: Which Models Perform Better in Arabic Inheritance Reasoning? ↗amine Mohammed, Chahinez Bouchekif
- Parsing Arabic Dialects Revisited: New Benchmarks, Models, and InsightsAhmed Farouk Zakaria Elshabrawy, Go Inoue, Muhammed AbuOdeh et al.our summary
- QIAS 2026: Overview of the Shared Task on Islamic Inheritance Reasoning ↗Abdessalam Bouchekif, Somaya Eltanbouly, Shahd Gaben et al.
- Silah at QIAS 2026: Fine-Tuning vs. Retrieval-Augmented Generation for Islamic Inheritance Reasoning ↗Ghader Kurdi, Hanan Justanieah, Hala Justanieah
- TTLab at AraSentEval: SARF( صرف) Sentiment Analysis via Root-based Fusion for Multi-Dialectal Arabic ↗Ali Abusaleh, Bhuvanesh Verma, Alexander Mehler
- TantaArabNLP at KSAA-2026 Task 2: Adapting CATT-Whisper for Arabic Speech Dictation with Automatic Diacritization ↗Nada Esmaeil, Reda M. Elbasiony, Mohamed T. Faheem
- Thaka at KSAA-2026 Task 2: Regularized Fine-Tuning for Arabic Speech Diacritization ↗Meshal Abdullah Alamr, Hassan Rshed Alqaeri, Abdullah Aldahlawi
- The AdabEval 2026 Shared Task on Arabic Politeness Detection ↗Reem Fahad Alqifari, Hend Al-Khalifa, Nadia Ghezaiel et al.
- University of Tripoli at AraSentEval: Fine-Tuning MARBERTv2 and CAMELBERT for Multi-Dialect Arabic Sentiment Analysis ↗Abdusalam F. Ahmad Nwesri, Amani Bahlul Sharif, Sarah Farag S. Hmeid
- When Bigger Isn't Better: Evaluating LLMs for Arabic Sentiment Analysis ↗Mohamed Ibrahim, Abdullah Makki, Youssef Barakat et al.
This page in Markdown → https://md.research.elamur.ai/free/en/venues/osact/2026/papers/