---
title: "ArabicNLP 2025 — all accepted papers, page 2"
description: "All 177 papers of ArabicNLP 2025 · page 2 of 2, the most cited first; those with our summary link to it."
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# ArabicNLP 2025: all accepted papers

177 papers · page 2 of 2 · the most cited first · [← ArabicNLP 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/)

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101. **[Evaluating Prompt Relevance in Arabic Automatic Essay Scoring: Insights from Synthetic and Real-World Data ↗](https://aclanthology.org/2025.arabicnlp-main.13/)**Chatrine Qwaider, Kirill Chirkunov, Bashar Alhafni et al.
102. **[Fahmni at AraHealthQA Track 1: Multi-Agent Retrieval-Augmented Generation and Multi-Label Classification for Arabic Mental Health Q&A ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.29/)**Caroline Sabty, Mohamad Rasmy, Mohamed Eyad Badran et al. · Shared Tasks
103. **[Gumball at QIAS 2025: Arabic LLM Automated Reasoning in Islamic Inheritance ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.132/)**Eman Elrefai, Mohamed Lotfy Elrefai, Aml Hassan Esmail · Shared Tasks
104. **[HIAST at QIAS 2025: Retrieval-Augmented LLMs with Top-Hit Web Evidence for Arabic Islamic Reasoning QA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.122/)**Mohamed Motasim Hamed, Nada Ghneim, Riad Sonbol · Shared Tasks
105. **[HTU at MAHED Shared Task: Ensemble-Based Classification of Arabic Hate and Hope Speech Using Pre-trained Dialectal Arabic Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.89/)**Abdallah Saleh, Mariam M Biltawi · Shared Tasks
106. **[HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.70/)**Arwa Omayrah, Sakhar Alkhereyf, Ahmed Abdelali et al. · Shared Tasks
107. **[Hafs2Vec: A System for the IqraEval Arabic and Qur'anic Phoneme-level Pronunciation Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.62/)**Ahmed Ibrahim · Shared Tasks
108. **[Hamyaria at PalmX2025: Leveraging Large Language Models to Improve Arabic Multiple-Choice Questions in Cultural and Islamic Domains ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.108/)**Walid Al-Dhabyani, Hamzah A. Alsayadi · Shared Tasks
109. **[ISL-NLP at PalmX 2025: Retrieval-Augmented Fine-Tuning for Arabic Cultural Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.109/)**Mohamed Gomaa, Noureldin Elmadany · Shared Tasks
110. **[ImpactAi at ImageEval 2025 Shared Task: Region-Aware Transformers for Arabic Image Captioning – A Case Study on the Palestinian Narrative ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.55/)**Rabee Al-Qasem, Mohannad Hendi · Shared Tasks
111. **[Isnad AI at IslamicEval 2025: A Rule-Based System for Identifying Religious Texts in LLM Outputs ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.74/)**Fatimah Mohamed Emad Elden · Shared Tasks
112. **[Jenin at AraGenEval Shared Task: Parameter-Efficient Fine-Tuning and Layer-Wise Analysis of Arabic LLMs for Authorship Style Transfer and Classification](https://md.research.elamur.ai/free/en/papers/malhis-2025-jenin-arageneval-shared-task-parameter/)**Huthayfa Malhis, Mohammad Tami, Huthaifa I. Ashqar · Shared Tasks*our summary*
113. **[LIS at BAREC Shared Task 2025: Multi-Scale Curriculum Learning for Arabic Sentence-Level Readability Assessment Using Pre-trained Language Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.51/)**Anya Amel Nait Djoudi, Patrice Bellot, Adrian-Gabriel Chifu · Shared Tasks
114. **[Lahjati at NADI 2025 A ECAPA-WavLM Fusion with Multi-Stage Optimization ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.101/)**Sanad Albawwab, Omar Qawasmeh · Shared Tasks
115. **[Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks ↗](https://aclanthology.org/2025.arabicnlp-main.31/)**Engy Ibrahim, Farhah Adel, Marwan Torki et al.
116. **[Lemmatizing Dialectal Arabic with Sequence-to-Sequence Models ↗](https://aclanthology.org/2025.arabicnlp-main.10/)**Mostafa Saeed, Nizar Habash
117. **[LoveHeaven at MAHED 2025: Text-based Hate and Hope Speech Classification Using AraBERT-Twitter Ensemble ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.79/)**Nguyễn Thiên Bảo, Dang Van Thin · Shared Tasks
118. **[MISSION at AraGenEval Shared Task: Enhanced Arabic Authority Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.2/)**Thamer Maseer Alharbi · Shared Tasks
119. **[MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification](https://md.research.elamur.ai/free/en/papers/biswas-2025-marsadlab-arageneval-shared-task-llm/)**Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam et al. · Shared Tasks*our summary*
120. **[MarsadLab at AraHealthQA: Hybrid Contextual–Lexical Fusion with AraBERT for Question and Answer Categorization ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.33/)**Mabrouka Bessghaier, Shimaa Ibrahim, Md. Rafiul Biswas et al. · Shared Tasks
121. **[MarsadLab at BAREC Shared Task 2025: Strict-Track Readability Prediction with Specialized AraBERT Models on BAREC ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.39/)**Shimaa Ibrahim, Md. Rafiul Biswas, Mabrouka Bessghaier et al. · Shared Tasks
122. **[MarsadLab at NADI Shared Task: Arabic Dialect Identification and Speech Recognition using ECAPA-TDNN and Whisper ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.103/)**Md. Rafiul Biswas, Kais Attia, Shimaa Ibrahim et al. · Shared Tasks
123. **[MarsadLab at PalmX Shared Task: An LLM Benchmark for Arabic Culture and Islamic Civilization ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.112/)**Md. Rafiul Biswas, Shimaa Ibrahim, Kais Attia et al. · Shared Tasks
124. **[MarsadLab at TAQEEM 2025: Prompt-Aware Lexicon-Enhanced Transformer for Arabic Automated Essay Scoring ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.138/)**Mabrouka Bessghaier, Md. Rafiul Biswas, Amira Dhouib et al. · Shared Tasks
125. **[MedGapGab at AraHealthQA: Modular LLM Assignment for Gaps and Gabs in Arabic Medical Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.30/)**Baraa Hikal · Shared Tasks
126. **[MedLingua at MedArabiQ2025: Zero- and Few-Shot Prompting of Large Language Models for Arabic Medical QA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.20/)**Fatimah Mohamed Emad Elden, Mumina Ab. Abukar · Shared Tasks
127. **[Metapseud at Iqra'Eval: Domain Adaptation with Multi-Stage Fine-Tuning for Phoneme-Level Qur'anic Mispronunciation Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.66/)**Ayman Mansour · Shared Tasks
128. **[MindLLM at AraHealthQA 2025 Track 1: Leveraging Large Language Models for Mental Health Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.22/)**Nejood Abdulaziz Bin Eshaq · Shared Tasks
129. **[Modeling North African Dialects from Standard Languages ↗](https://aclanthology.org/2025.arabicnlp-main.30/)**Yassine Toughrai, Kamel Smaïli, David Langlois
130. **[MorphoArabia at BAREC Shared Task 2025: A Hybrid Architecture with Morphological Analysis for Arabic Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.41/)**Fatimah Mohamed Emad Elden · Shared Tasks
131. **[MultiMinds at MAHED 2025: Multimodal and Multitask Approaches for Detecting Emotional, Hate, and Offensive Speech in Arabic Content ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.93/)**Riddhiman Debnath, Abdul Wadud Shakib, Md Saiful Islam · Shared Tasks
132. **[NLP_wizard at AraGenEval shared task: Embedding-Based Classification for AI Detection and Authorship Attribution ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.6/)**Mena Hany · Shared Tasks
133. **[NUR at IslamicEval 2025 Shared Task: Retrieval-Augmented LLMs for Qur'an and Hadith QA ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.68/)**Serag Amin, Ranwa Aly, Yara Allam et al. · Shared Tasks
134. **[NguyenTriet at MAHED Shared Task: Ensemble of Arabic BERT Models with Hierarchical Prediction and Soft Voting for Text-Based Hope and Hate Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.77/)**Nguyen Minh Triet, Thìn Đặng Văn · Shared Tasks
135. **[Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts ↗](https://aclanthology.org/2025.arabicnlp-main.25/)**Guokan Shang, Hadi Abdine, Ahmad Chamma et al.
136. **[Nojoom.AI at AraGenEval Shared Task: Arabic Authorship Style Transfer](https://md.research.elamur.ai/free/en/papers/achira-2025-nojoom-ai-arageneval-shared-task/)**Hafsa Kara Achira, Mourad Bouache, Mourad Dahmane · Shared Tasks*our summary*
137. **[Noor at BAREC Shared Task 2025: A Hybrid Transformer-Feature Architecture for Sentence-level Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.46/)**Nour Rabih · Shared Tasks
138. **[Octopus: Towards Building the Arabic Speech LLM Suite ↗](https://aclanthology.org/2025.arabicnlp-main.35/)**Sara Althubaiti, Vasista Sai Lodagala, Tjad Clark et al.
139. **[Open-domain Arabic Conversational Question Answering with Question Rewriting ↗](https://aclanthology.org/2025.arabicnlp-main.7/)**Mariam E. Hassib, Nagwa El-Makky, Marwan Torki
140. **[Osint at AraGenEval shared task: Fine-Tuned Modeling for Tracking Style Signatures and AI Generation in Arabic Texts ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.14/)**Shifali Agrahari, Hemanth Prakash Simhadri, Ashutosh Kumar Verma et al. · Shared Tasks
141. **[PTUK-HULAT at AraGenEval Shared Task: Fine-tuning XLM-RoBERTa for AI-Generated Arabic News Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.7/)**Tasneem Duridi, Areej Jaber, Paloma Martínez · Shared Tasks
142. **[PalNLP at BAREC Shared Task 2025: Predicting Arabic Readability Using Ordinal Regression and K-Fold Ensemble Learning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.47/)**Mutaz Ayesh · Shared Tasks
143. **[PhantomTroupe at ImageEval 2025 Shared Task: Multimodal Arabic Image Captioning through Translation-Based Fine-Tuning of LLM Models ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.57/)**Muhammad Abu Horaira, Farhan Amin, Sakibul Hasan et al. · Shared Tasks
144. **[Phantoms at BAREC Shared Task 2025: Enhancing Arabic Readability Prediction with Hybrid BERT and Linguistic Features ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.49/)**Ahmed Alhassan, Asim Mohamed, Moayad Elamin · Shared Tasks
145. **[Phoenix at Palmx: Exploring Data Augmentation for Arabic Cultural Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.116/)**Houdaifa Atou, Issam Ait Yahia, Ismail Berrada · Shared Tasks
146. **[Pixels at BAREC Shared Task 2025: Visual Arabic Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.48/)**Ben Sapirstein · Shared Tasks
147. **[PuxAI at QIAS 2025: Multi-Agent Retrieval-Augmented Generation for Islamic Inheritance and Knowledge Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.125/)**Nguyen Xuan Phuc, Thìn Đặng Văn · Shared Tasks
148. **[Qais at BAREC Shared Task 2025: A Fine-Grained Approach for Arabic Readability Classification Using a pre-trained model ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.43/)**Samar Ahmad · Shared Tasks
149. **[Quasar at MAHED Shared Task : Decoding Emotions and Offense in Arabic Text using LLM and Transformer-Based Approaches ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.95/)**Md Sagor Chowdhury, Adiba Fairooz Chowdhury · Shared Tasks
150. **[REGLAT at MAHED Shared Task: A Hybrid Ensemble-Based System for Arabic Hate Speech Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.88/)**Nsrin Ashraf, Mariam Labib, Tarek Elshishtawy et al. · Shared Tasks
151. **[SATLab at BAREC Shared Task 2025: Optimizing a Language-Independent System for Fine-Grained Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.40/)**Yves Bestgen · Shared Tasks
152. **[SEA-Team at QIAS 2025: Enhancing LLMs for Question Answering in Islamic Texts ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.130/)**Sanaa Alowaidi · Shared Tasks
153. **[SHA at the QIAS Shared Task: LLMs for Arabic Islamic Inheritance Reasoning ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.119/)**Shatha Altammami · Shared Tasks
154. **[STBW at BAREC Shared Task 2025: AraBERT-v2 with MSE-SoftQWK Loss for Sentence-Level Arabic Readability ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.50/)**Saoussan Trigui · Shared Tasks
155. **[Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.102/)**Badr M. Abdullah, Yusser Al Ghussin, Zena Al-Khalili et al. · Shared Tasks
156. **[Sakinah-AI at MentalQA: A Comparative Study of Few-Shot, Optimized, and Ensemble Methods for Arabic Mental Health Question Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.21/)**Fatimah Mohamed Emad Elden, Mumina Ab. Abukar · Shared Tasks
157. **[Saudi-Alignment Benchmark: Assessing LLMs Alignment with Cultural Norms and Domain Knowledge in the Saudi Context ↗](https://aclanthology.org/2025.arabicnlp-main.11/)**Manal Alhassoun, Imaan Mohammed Alkhanen, Nouf Alshalawi et al.
158. **[Sebaweh at AraGenEval Shared Task: BERENSE - BERt based ENSEmbler for Arabic Authorship Identification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.10/)**Muhammad Helmy, Batool Najeh Balah, Ahmed Mohamed Sallam et al. · Shared Tasks
159. **[Semitic Root Encoding: Tokenization Based on the Templatic Morphology of Semitic Languages in NMT](https://md.research.elamur.ai/free/en/papers/hatch-2025-semitic-root-encoding-tokenization-based/)**Brendan T. Hatch, Stephen D. Richardson*our summary*
160. **[Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic–-A Triple-Dialect Feast for Hungry Language Models ↗](https://aclanthology.org/2025.arabicnlp-main.39/)**Kamyar Zeinalipour, Mohamed Zaky Saad, Oumaima Attafi et al.
161. **[Sindbad at AraHealthQA Track 1: Leveraging Large Language Models for Mental Health Q&A ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.26/)**AbdulRahman A. Morsy, Saad Mankarious, Ayah Zirikly · Shared Tasks
162. **[Syntaxa at BAREC Shared Task 2025: BERTnParse - Fusion of BERT and Dependency Graphs for Readability Prediction ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.35/)**Ahmed Bahloul · Shared Tasks
163. **[TAQEEM 2025: Overview of The First Shared Task for Arabic Quality Evaluation of Essays in Multi-dimensions ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.134/)**May Bashendy, Salam Albatarni, Sohaila Eltanbouly et al. · Shared Tasks
164. **[Tahḏīb: A Rhythm-Aware Phrase Insertion for Classical Arabic Poetry Composition ↗](https://aclanthology.org/2025.arabicnlp-main.15/)**Mohamad Elzohbi, Richard Zhao
165. **[Taibah at TAQEEM 2025: Leveraging GPT-4o for Arabic Essay Scoring ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.137/)**Nada Almarwani, Alaa Alharbi, Samah Aloufi · Shared Tasks
166. **[ThinkDrill at IslamicEval 2025 Shared Task: LLM Hybrid Approach for Qur'an and Hadith Question Answering ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.72/)**Eman Elrefai, Toka Khaled, Ahmed Soliman · Shared Tasks
167. **[Toward Culturally-Aware Arabic Debate Platforms with NLP Support ↗](https://aclanthology.org/2025.arabicnlp-main.29/)**Khalid Al Khatib, Mohammad Khader
168. **[TranTranUIT at MAHED Shared Task: Multilingual Transformer Ensemble with Advanced Data Augmentation and Optuna-based Hyperparameter Optimization ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.81/)**Trinh Tran Tran, Thìn Đặng Văn · Shared Tasks
169. **[Transfer or Translate? Argument Mining in Arabic with No Native Annotations ↗](https://aclanthology.org/2025.arabicnlp-main.33/)**Sara Nabhani, Khalid Al Khatib
170. **[TuniFra: A Tunisian Arabic Speech Corpus with Orthographic Transcriptions and French Translations](https://md.research.elamur.ai/free/en/papers/choux-2025-tunifra-tunisian-arabic-speech-corpus/)**Alex Choux, Marko Avila, Josep Crego et al.*our summary*
171. **[Unicorn at NADI 2025 Subtask 3: GEMM3N-DR: Audio-Text Diacritic Restoration via Fine-tuning Multimodal Arabic LLM ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.106/)**Mohamed Lotfy Elrefai · Shared Tasks
172. **[WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks ↗](https://aclanthology.org/2025.arabicnlp-main.14/)**Alaa Aljabari, Nagham Hamad, Mohammed Khalilia et al.
173. **[YassirEA at MAHED 2025: Fusion-Based Multimodal Models for Arabic Hate Meme Detection ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.82/)**Yassir El Attar · Shared Tasks
174. **[ZAI at BAREC Shared Task 2025: AraBERT CORAL for Fine Grained Arabic Readability ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.37/)**Ahmad M. Nazzal · Shared Tasks
175. **[joy_2004114 at MAHED Shared Task : Filtering Hate Speech from Memes using A Multimodal Fusion-based Approach ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.94/)**Joy Das, Alamgir Hossain, Mohammed Moshiul Hoque · Shared Tasks
176. **[mucAI at AraHealthQA 2025: Explain–Retrieve–Verify (ERV) Workflow for Multi-Label Arabic Health QA Classification ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.32/)**Ahmed Abdou · Shared Tasks
177. **[mucAI at BAREC Shared Task 2025: Towards Uncertainty Aware Arabic Readability Assessment ↗](https://aclanthology.org/2025.arabicnlp-sharedtasks.44/)**Ahmed Abdou · Shared Tasks

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