Explore the accepted papers below. Papers are listed in ascending order by paper number.
Same Legal Facts, Different Verdicts: Evaluating Cross-Lingual and Dialectal Robustness in LLM Legal Reasoning
Authors: Dana R. Alsagheer, Mohammad Kamal, Abdulrahman Kamal, Yang Lu, Nour Diallo, Weidong Shi, Omar Kamal
Fine-tuning Small Language Models for Cross-Prompt Arabic Essay Scoring: A Benchmarking Study
Authors: Salam Albatarni, Fahim Dalvi, Sohaila Eltanbouly, Tamer Elsayed
Align-Extract-Score: Graded Relevance of Arabic Essays
Authors: Marwan Sayed, Salam Albatarni, Reem Suwaileh, Tamer Elsayed
AraDetox: A Multi-Dialect Arabic Detoxification Dataset
Author: Mo El-Haj
Some Dialects are More Equal than Others: Non-Prestigious Dialectal Bias in LLMs
Authors: Mai Mohamed Eida, Ryan Dolan, Paul de Nijs, Jonathan Dunn
DAASI: Arabic Text Simplification Corpus for Israeli Government Documents
Authors: Natalia Vanetik, Maysa Mosa Abu Shareb, Hussein Abo Ismael
Beyond Gender, Number, and Rationality: Modeling Extended Arabic Morpho-Syntactic Agreement with Aggregation
Authors: Bielasan Zaina, Salam Khalifa, Nizar Habash
SHAMS: An Audio-Grounded Pronunciation Benchmark for Levantine Arabic
Authors: Ben Sapirstein, Roy Mattar, Guy Mor-Lan, Ahlam Mohamed, Letizia Cerqueglini, Morris Alper
ACTB: A Dependency Treebank and Parsing Benchmark for Arabic Children’s Texts
Authors: Khalid N. Elmadani, Mohamed Adel, Muhammed AbuOdeh, Reem Faraj, Jamila El-Gizuli, Hanada Taha, Nizar Habash
HalluTruthQA: A Fine-Grained Benchmark for Hallucination Detection, Localization, and Explanation in Arabic Question Answering
Authors: Abdessalam Bouchekif, Mohammed-En-Nadhir Zighem, Salah Eddine Bekhouche, Hichem Telli, Somaya Eltanbouly, Shahd Gaben, Heba Sbahi, Samer Rashwani, Mutaz al-Khatib, Emad Soliman Ali Mohamed, Mohammed Ghaly, Abdenour Hadid
MAQAM: A Richly Annotated Corpus for Quranic Arabic Morphological Analysis and Disambiguation
Authors: Mostafa Saeed, Mohammad Amjad, Mahmoud Kassem, Rawan Bondok, Mayar Nassar, Adel Mahmoud Wizani, Salman Elgamal, Mahmoud Reda, Nizar Habash
Using LALMs for Pronunciation Error Detection in Arabic
Authors: Osama E. Youssef, Ahmed Ali, Walid Magdy
Optimizing Inference Cost for Arabic–English Mathematical Reasoning in LLMs
Authors: Sahar Melhem, Ahmad M. Mustafa
Shaer: Controlled Arabic Poetry Generation with Meter Subform and Semantic Conditioning
Authors: Ahmad Abbas, Tamara Fakih, Nour Fakih, Ammar Mohanna
Cultural Understanding in Large Language Models: A Comparative Study with Human Judgments
Authors: Elsayed Issa, Kamilia Rahmouni
Gahwa: A Computational Lexicon for Emirati Arabic
Authors: Saeed Alzaabi, Salam Khalifa, Mostafa Saeed, Shahd Dibas, Hanan Aldarmaki, Nizar Habash
Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard Calibration
Authors: Mohammad Zbeeb, Ammar Mohanna
What Makes a Good Fiqh Retriever? Answer Retrieval for Arabic Islamic Jurisprudence
Authors: Somaya Eltanbouly, Heba Sbahi, Samer Rashwani, Abdessalam Bouchekif, Mutaz al-Khatib, Shahd Gaben, Mohammed Ghaly
From Subwords to Pixels: Evaluating Text Representations for Arabic Machine Translation
Authors: Abdelrahman Shaheen, Mohamed Abbas, Tereza Truckova, Yova Kementchedjhieva, Bashar Alhafni
SAFIR: A Sub-Dialectal Benchmark for Saudi Arabic–English Machine Translation
Authors: Nour Qandos, Omer Nacar, Aya Hamod, Samar Ahmad, Rahaf Saeed Al Hallay, Ahmad Al Rabghi
QuranicMMLU: A Multi-Dimensional Benchmark for Evaluating Generative AI Solutions on Quranic Linguistic Knowledge
Authors: Rawan El Ghali, Umm Kulsoom, Anas Madkoor, Roaa Abdelmagid, Abdullah Khanafer, Raghad Mousa, Roaa Ibrahim, Hamza Aljaji, Abdallah Alkanani, Ehsaneddin Asgari
Comparative Study of Classical NLP and Pretrained Language Models for Tunisian Dialect Processing
Authors: Latifa Iben Nasr, Ismail Badache, Lamia Belguith
AraMIP: Extending MIPVU Towards Metaphor Identification in Arabic
Authors: Mandar Marathe, Manar Ali, Sara Nabhani, Raia Abu Ahmad, Ibrahim Baroud, Omar Momen
AraScholar: Calibrating Academic Paraphrasing in Modern Standard Arabic
Authors: Omer Nacar, Asma Al Wazrah, Rawan Nasser Almatham, Afrah Altamimi, Abdulrahman M. Alosaimy
Arabic-Centric Preference Optimization for Efficient Dialect-Sensitive Machine Translation: A Seq2Seq Approach
Authors: Abdelrahman Hisham, Malak Fathallah, Ayman Khalafallah
What WER Hides: A Closer Look at Algerian Code-Switched ASR
Authors: Othman Istaiteh, Yassine Toughrai, Smaili, Salima Mdhaffar, David Langlois, Yannick Estève
AHA-Memes: A Fine-Grained Multimodal Benchmark for Hate Detection in Arabic Memes
Authors: Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Abul Hasnat, Md. Rafiul Biswas, Wajdi Zaghouani, Firoj Alam
Speech ALDi: Predicting the Level of Dialectness from Arabic Speech
Authors: Wageeh Khadawardi, Amr Keleg, Walid Magdy
Definition-Guided Learning and Root-Stratified Evaluation for Arabic Lexical Semantics
Authors: Samar Ahmad, Abdullah I. Alharbi, Omer Nacar, Shahad Altamimi, Yahya Assiri
Real-Time Quranic Recitation Assessment on Mobile Devices Using Streaming Inference and Model Compression
Authors: Abdelrahman Ayman Amin Mohamed, Abdullah Haytham Mohamed Salah Hedeya
KASHAF: A Hierarchical Resource and Pipeline for Arabic Interpretable Semantic Textual Similarity
Authors: Fahad AlGhamdi, Abdelati Hawwari, Abdulrahman M. Alosaimy, Rawan Nasser Almatham, Asma Al Wazrah
Quanta: A Fine-Grained Dataset and Benchmark for Arabic Machine-Translation Error Analysis
Authors: Afraa Alshammari, Ahmad Alahmari, Amal Alaboud, Jaber Ahmed Harthi, Karima Ali Shahwan Alzahrani, Ahnaf Adib, Patrick Brandt, Javier Osorio, Vito D'Orazio, Latifur Khan
Beyond Monolithic Libyan Arabic: A Sub-Regional Speech Corpus and Dialect Identification Benchmark
Authors: Nour A. Zohdy, Mansour Essgaer
SALM: Social Arabic Language Models
Authors: Saad Mankarious, Aya Zirikly
Knowledge Graphs and Distributional Readability of Arabic Documents
Authors: Mohamad Chhaytle, Hadi Hamoud, Sally Choker, Chadi Abou Chakra, Mohamad Ballout, Fadi Zaraket
Why LLM Aggregation Falls Short: Correlated Errors and Selection Gaps in Arabic Punctuation Restoration
Authors: Rana Alshaikh, Majedah Alrehiely
Child ASR Adaptation with Adult Retention: An Empirical Study
Authors: Houssam Eddine-Othman Lachemat, Shammur Absar Chowdhury
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