ArabicNLP 2025: all accepted papers
- NYUAD at MAHED Shared Task: Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language Models ↗Nouar AlDahoul, Yasir Zaki · Shared Tasks6 citations
- AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering ↗Hassan Alhuzali, Walid Al-Eisawi, Muhammad Abdul-Mageed et al. · Shared Tasks4 citations
- IslamicEval 2025: The First Shared Task of Capturing LLMs Hallucination in Islamic Content ↗Hamdy Mubarak, Rana Malhas, Watheq Mansour et al. · Shared Tasks4 citations
- AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs ↗Aisha Alansari, Hamzah Luqman3 citations
- Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law Evaluation ↗Abdessalam Bouchekif, Samer Rashwani, Heba Sbahi et al.3 citations
- MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic Content ↗Wajdi Zaghouani, Md. Rafiul Biswas, Mabrouka Bessghaier et al. · Shared Tasks3 citations
- Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations ↗Mohammed Alkhowaiter, Norah Alshahrani, Saied Alshahrani et al.3 citations
- Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer ↗Mohamed Nadhir Daoud, Mohamed Anouar Ben Messaoud · Shared Tasks3 citations
- QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment ↗Abdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed et al. · Shared Tasks3 citations
- BALSAM: A Platform for Benchmarking Arabic Large Language Models ↗Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed et al.2 citations
- Bridging Dialectal Gaps in Arabic Medical LLMs through Model Merging ↗Ahmed Ibrahim, Abdullah Hosseini, Hoda Helmy et al.2 citations
- Iqra'Eval: A Shared Task on Qur'anic Pronunciation Assessment ↗Yassine El Kheir, Amit Meghanani, Hawau Olamide Toyin et al. · Shared Tasks2 citations
- LMSA at AraGenEval Shared Task: Ensemble-Based Detection of AI-Generated Arabic Text Using Multilingual and Arabic-Specific Models ↗Kaoutar Zita, Attia Nehar, Abdelkader Khelil et al. · Shared Tasks2 citations
- PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture ↗Fakhraddin Alwajih, Abdellah El Mekki, Hamdy Mubarak et al. · Shared Tasks2 citations
- TCE at IslamicEval 2025: Retrieval-Augmented LLMs for Quranic and Hadith Content Identification and Verification ↗Mohammed ElKoumy, Khalid Allam, Ahmad Tamer et al. · Shared Tasks2 citations
- The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text DetectionShadi Abudalfa, Saad Ezzini, Ahmed Abdelali et al. · Shared Tasks2 citations · our summary
- Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering ↗Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad et al. · Shared Tasks2 citations
- Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation ↗Yossra Noureldien, Abdelrazig Mohamed, Farah Attallah2 citations
- ALARB: An Arabic Legal Argument Reasoning Benchmark ↗Harethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein et al.1 citation
- Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes ↗Basma El Amel Boussaha, Mohammed Alyafeai, Ahmed Alzubaidi et al.1 citation
- AraMinds at MAHED 2025: Leveraging Vision-Language Models and Contrastive Multi-task Learning for Multimodal Hate Speech Detection ↗Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr et al. · Shared Tasks1 citation
- Athar at QIAS2025: LLM-based Question Answering Systems for Islamic Inheritance and Classical Islamic Knowledge ↗Yossra Noureldien, Hassan Suliman, Farah Attallah et al. · Shared Tasks1 citation
- AutoArabic: A Three-Stage Framework for Localizing Video-Text Retrieval Benchmarks ↗Mohamed Eltahir, Osamah Sarraj, Abdulrahman M. Alfrihidi et al.1 citation
- BurhanAI at IslamicEval 2025 Shared Task: Combating Hallucinations in LLMs for Islamic Content; Evaluation, Correction, and Retrieval-Based Solution ↗Arij Al Adel, Abu Bakr Soliman, Mohamed Sakher Sawan et al. · Shared Tasks1 citation
- CIC-NLP at MAHED 2025 TASK 1:Assessing the Role of Bigram Augmentation in Multiclass Arabic Hate and Hope Speech Classification ↗Tolulope Olalekan Abiola, Oluwatobi Joseph Abiola, Ogunleye Temitope Dasola et al. · Shared Tasks1 citation
- CUET_Zahra_Duo@Mahed 2025: Hate and Hope Speech Detection in Arabic Social Media Content using Transformer ↗Walisa Alam, Mehreen Rahman, Shawly Ahsan et al. · Shared Tasks1 citation
- Cultura-Arabica: Probing and Enhancing Arabic Cultural Awareness in Large Language Models via LoRA ↗Pulkit Chatwal, Santosh Kumar Mishra · Shared Tasks1 citation
- DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study ↗Majd Hawasly, Hamdy Mubarak, Ahmed Abdelali et al.1 citation
- ELYADATA & LIA at NADI 2025: ASR and ADI Subtasks ↗Haroun Elleuch, Youssef Saidi, Salima Mdhaffar et al. · Shared Tasks1 citation
- Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring ↗Marwan Sayed, Sohaila Eltanbouly, May Bashendy et al.1 citation
- GNNinjas at BAREC Shared Task 2025: Lexicon-Enriched Graph Modeling for Arabic Document Readability Prediction ↗Passant Elchafei, Mayar Osama, Mohamad Rageh et al. · Shared Tasks1 citation
- ImageEval 2025: The First Arabic Image Captioning Shared Task ↗Ahlam Bashiti, Alaa Aljabari, Hadi Hamoud et al. · Shared Tasks1 citation
- MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems ↗Jihad R'baiti, Chouaib El Hachimi, Youssef Hmamouche et al. · Shared Tasks1 citation
- Munsit at NADI 2025 Shared Task 2: Pushing the Boundaries of Multidialectal Arabic ASR with Weakly Supervised Pretraining and Continual Supervised Fine-tuning ↗Mahmoud Salhab, Shameed Sait, Mohammad Abusheikh et al. · Shared Tasks1 citation
- N&N at QIAS 2025: Chain-of-Thought Ensembles with Retrieval-Augmented framework for Classical Arabic Islamic ↗Nourah Alangari, Nouf AlShenaifi · Shared Tasks1 citation
- NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task ↗Bashar Talafha, Hawau Olamide Toyin, Peter Sullivan et al. · Shared Tasks1 citation
- NU_Internship team at ImageEval 2025: From Zero-Shot to Ensembles: Enhancing Grounded Arabic Image Captioning ↗Rana Gaber, Seif Eldin Amgad, Ahmed Sherif Nasri et al. · Shared Tasks1 citation
- NYUAD at AraHealthQA Shared Task: Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare Tasks ↗Nouar AlDahoul, Yasir Zaki · Shared Tasks1 citation
- NYUAD at QIAS Shared Task: Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance Cases ↗Nouar AlDahoul, Yasir Zaki · Shared Tasks1 citation
- QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance Reasoning ↗Mohammad AL-Smadi · Shared Tasks1 citation
- Quasar at AraHealthQA Track 1 : Leveraging Zero-Shot Large Language Models for Question and Answer Categorization in Arabic Mental Health ↗Adiba Fairooz Chowdhury, Md Sagor Chowdhury · Shared Tasks1 citation
- REGLAT at AraGenEval shared task: Morphology-Aware AraBERT for Detecting Arabic AI-Generated Text ↗Mariam Labib, Nsrin Ashraf, Mohammed Aldawsari et al. · Shared Tasks1 citation
- SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion? ↗Md Abdur Rahman, Md Sabbir Dewan, Md. Tofael Ahmed Bhuiyan et al. · Shared Tasks1 citation
- Star at PalmX 2025: Arabic Cultural Understanding via Targeted Pretraining and Lightweight Fine-tuning ↗Eman Elrefai, Esraa Khaled, Alhassan Ehab · Shared Tasks1 citation
- TEDxTN: A Three-way Speech Translation Corpus for Code-Switched Tunisian Arabic - English ↗Fethi Bougares, Salima Mdhaffar, Haroun Elleuch et al.1 citation
- The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora ↗Chen Amiraz, Yaroslav Fyodorov, Elad Haramaty et al.1 citation
- Thinking Nodes at MAHED: A Comparative Study of Multimodal Architectures for Arabic Hateful Meme Detection ↗Itbaan Safwan · Shared Tasks1 citation
- Tokenizers United at QIAS-2025: RAG-Enhanced Question Answering for Islamic Studies by Integrating Semantic Retrieval with Generative Reasoning ↗Mohamed Samy, Mayar Boghdady, Marwan El Adawi et al. · Shared Tasks1 citation
- Tool Calling for Arabic LLMs: Data Strategies and Instruction Tuning ↗Asım Ersoy, Enes Altinisik, Kareem Mohamed Darwish et al.1 citation
- VLCAP at ImageEval 2025 Shared Task: Multimodal Arabic Captioning with Interpretable Visual Concept Integration ↗Passant Elchafei, Amany Fashwan · Shared Tasks1 citation
- !MSA at AraHealthQA 2025 Shared Task: Enhancing LLM Performance for Arabic Clinical Question Answering through Prompt Engineering and Ensemble Learning ↗Mohamed Younes, Seif Ahmed, Mohamed Basem · Shared Tasks
- !MSA at BAREC Shared Task 2025: Ensembling Arabic Transformers for Readability Assessment ↗Mohamed Basem, Mohamed Younes, Seif Ahmed et al. · Shared Tasks
- $\mathbfA-SEA^3\mathbfL$-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation ↗Kesen Wang, Daulet Toibazar, Pedro J Moreno Mengibar
- 3LM: Bridging Arabic, STEM, and Code through Benchmarking ↗Basma El Amel Boussaha, Leen Al Qadi, Mugariya Farooq et al.
- 912 at TAQEEM 2025: A Distribution-aware Approach to Arabic Essay Scoring ↗Trong-Tai Dam Vu, Thìn Đặng Văn · Shared Tasks
- AAA at MAHED Text-based Hate and Hope Speech Classification: A Systematic Encoder Evaluation for Arabic Hope and Hate Speech Classification ↗Ahmed Khalil Elzainy, Mohamed Amin, Ahmed Samir et al. · Shared Tasks
- ADAPT–MTU HAI at PalmX 2025: Leveraging Full and Parameter-Efficient LLM Fine-Tuning for Arabic Cultural QA ↗Shehenaz Hossain, Haithem Afli · Shared Tasks
- ADAPT–MTU HAI at QIAS2025: Dual-Expert LLM Fine-Tuning and Constrained Decoding for Arabic Islamic Inheritance Reasoning ↗Shehenaz Hossain, Haithem Afli · Shared Tasks
- AMAR at BAREC Shared Task 2025: Arabic Meta-learner for Assessing Readability ↗Mostafa Saeed, Rana Waly, Abdelaziz Ashraf Hussein · Shared Tasks
- AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs ↗Shahad Aboukozzana, Muhammad Kamran J Khan, Ahmed Ali
- ANLP-UniSo at MAHED Shared Task: Detection of Hate and Hope Speech in Arabic Social Media based on XLM-RoBERTa and Logistic Regression ↗Yasmine El Abed, Mariem Ben Arbia, Saoussen Ben Chaabene et al. · Shared Tasks
- ANLPers at AraGenEval Shared Task: Descriptive Author Tokens for Transparent Arabic Authorship Style TransferOmer Nacar, Mahmoud Reda, Serry Sibaee et al. · Shared Tasksour summary
- ANLPers at BAREC Shared Task 2025: Readability of Embeddings Training Neural Readability Classifiers on the BAREC Corpus ↗Serry Sibaee, Omer Nacar, Yasser Alhabashi et al. · Shared Tasks
- ANLPers at MAHED2025: From Hate to Hope: Boosting Arabic Text Classification ↗Yasser Alhabashi, Serry Sibaee, Omer Nacar et al. · Shared Tasks
- ANLPers at QIAS: CoT for Islamic Inheritance ↗Serry Sibaee, Mahmoud Reda, Omer Nacar et al. · Shared Tasks
- ANPLers at IqraEval Shared task: Adapting Whisper-large-v3 as Speech-to-Phoneme for Qur'anic Recitation Mispronunciation Detection ↗Nour Qandos, Serry Sibaee, Samar Ahmad et al. · Shared Tasks
- ARxHYOKA at TAQEEM2025: Comparative Approaches to Arabic Essay Trait Scoring ↗Mohamad Alnajjar, Ahmad Almoustafa, Tomohiro Nishiyama et al. · Shared Tasks
- ATHAR: A High-Quality and Diverse Dataset for Classical Arabic to English Translation ↗Mohammed Sabry Mohammed, Mohammed Khalil
- AYA at PalmX 2025: Modeling Cultural and Islamic Knowledge in LLMs ↗Jannatul Tajrin, Bir Ballav Roy, Firoj Alam · Shared Tasks
- AZLU at ImagEval Shared Task: Bridging Linguistics and Cultural Gaps in Arabic Image Captioning ↗Sarah Yassine · Shared Tasks
- Abjad AI at NADI 2025: CATT-Whisper: Multimodal Diacritic Restoration Using Text and Speech Representations ↗Ahmad Ghannam, Naif Alharthi, Faris Alasmary et al. · Shared Tasks
- An Exploration of Knowledge Editing for Arabic ↗Basel Mousi, Nadir Durrani, Fahim Dalvi
- AraMinds at AraHealthQA 2025: A Retrieval-Augmented Generation System for Fine-Grained Classification and Answer Generation of Arabic Mental Health Q&A ↗Mohamed Zaytoon, Ahmed Mahmoud Salem, Ahmed Sakr et al. · Shared Tasks
- AraNLP at MAHED 2025 Shared Task: Using AraBERT for Text-based Hate and Hope Speech Classification ↗Wafaa S. El-Kassas, Enas A. Hakim Khalil · Shared Tasks
- AraS2P: Arabic Speech-to-Phonemes System ↗Bassam Mattar, Mohamed Fayed, Ayman Khalafallah · Shared Tasks
- ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition ↗Ali Abouzeid, Bilal Elbouardi, Mohamed Maged et al.
- Arabic Mental Health Question Answering: A Multi-Task Approach with Advanced Retrieval-Augmented Generation ↗AbdelAziz Amr, Mamdouh Koritam, Mohamed Youssef et al. · Shared Tasks
- ArabicWeb-Edu: Educational Quality Data for Arabic LLM Training ↗Majd Hawasly, Tasnim Mohiuddin, Hamdy Mubarak et al.
- Athership at AraGenEval Shared Task: Identifying Arabic Authorship with a Dual-Model Logit Fusion ↗Mohamed Amin, Mahmoud Rady, Mariam Hossam et al. · Shared Tasks
- Averroes at ImageEval 2025 Shared Task: Advancing Arabic Image Captioning with Augmentation and Two-Stage Generation ↗Mariam Saeed, Sarah Elshabrawy, Abdelrahman Hagrass et al. · Shared Tasks
- AyahVerse at MAHED Shared Task: Fine-Tuning ArabicBERT with Preprocessing for Hope and Hate Detection ↗Ibad-ur-Rehman Rashid, Muhammad Hashir Khalil · Shared Tasks
- BAREC Shared Task 2025 on Arabic Readability Assessment ↗Khalid N. Elmadani, Bashar Alhafni, Hanada Taha et al. · Shared Tasks
- BUSTED at ARATECT Shared Task: A Comparative Study of Transformer-Based Models for Arabic AI-Generated Text Detection ↗Ali Zain, Sareem Farooqui, Muhammad Rafi · Shared Tasks
- BZU-AUM@ImageEval2025: An Arabic Image Captioning Dataset for Conflict Narratives with Human Annotation ↗Mohammed Alkhanafseh, Ola Surakhi, Abdallah Abedaljalill · Shared Tasks
- Baoflowin502 at MAHED Shared Task: Text-based Hate and Hope Speech Classification ↗Nguyen Minh Bao, Dang Van Thin · Shared Tasks
- Binary_Bunch at AraHealthQA Track 1: Arabic Mental Health Q&A Classification Using Data Augmentation and Transformer Models ↗Sajib Bhattacharjee, Ratnajit Dhar, Kawsar Ahmed et al. · Shared Tasks
- Burhan at IslamicEval: Fact-Augmented and LLM-Driven Retrieval for Islamic QA ↗Mohammad Basheer, Watheq Mansour, Abdulhamid Touma et al. · Shared Tasks
- CIOL at AraGenEval shared task: Authorship Identification and AI Generated Text Detection in Arabic using Pretrained Models ↗Sadia Tasnim Meem, Azmine Toushik Wasi · Shared Tasks
- CUET-823 at MAHED 2025 Shared Task: Large Language Model-Based Framework for Emotion, Offensive, and Hate Detection in Arabic ↗Ratnajit Dhar, Arpita Mallik · Shared Tasks
- CUET-NLP_Team_SS306 at AraGenEval Shared Task: A Transformer-based Framework for Detecting AI-Generated Arabic Text ↗Sowrav Nath, Shadman Saleh, Kawsar Ahmed et al. · Shared Tasks
- CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning ↗Salah Eddine Bekhouche, Abdellah Zakaria Sellam, Telli Hichem et al. · Shared Tasks
- Can LLMs Directly Retrieve Passages for Answering Questions from Qur'an? ↗Sohaila Eltanbouly, Salam Albatarni, Shaimaa Hassanein et al.
- Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions ↗Houda Bouamor, Sara Al-Emadi, Zeinab Ibrahim et al.
- CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge Representation ↗Hunzalah Hassan Bhatti, Youssef Ahmed, Md Arid Hasan et al. · Shared Tasks
- DesCartes-HOPE at MAHED Shared task 2025: Integrating Pragmatic Features for Arabic Hope and Hate Speech Detection ↗Leila Moudjari, Hacène-Cherkaski Mélissa, Farah Benamara · Shared Tasks
- Egyhealth at General Arabic Health QA (MedArabiQ): An Enhanced RAG Framework with Large-Scale Arabic Q&A Medical Data ↗Hossam Amer, Rawan Tarek Taha, Gannat Elsayed et al. · Shared Tasks
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