Improving Driver Identification for the Next-Generation of In-Vehicle Software Systems. - Abdellah El Mekki; Afaf Bouhoute; Ismail Berrada (IEEE Trans. Veh. Technol., 2019)

Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification. - Abdellah El Mekki; Ahmed Alami; Hamza Alami; Ahmed Khoumsi; Ismail Berrada (WANLP@COLING, 2020)

On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings. - Abdellah El Mekki; Abdelkader El Mahdaouy; Ismail Berrada; Ahmed Khoumsi (Canadian AI, 2021)

Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. - Abdelkader El Mahdaouy; Abdellah El Mekki; Ahmed Oumar; Hajar Mousannif; Ismail Berrada (FIRE (Working Notes), 2021)

Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. - Abdellah El Mekki; Abdelkader El Mahdaouy; Ismail Berrada; Ahmed Khoumsi (NAACL-HLT, 2021)

CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense. - Kabil Essefar; Abdellah El Mekki; Abdelkader El Mahdaouy; Nabil El Mamoun; Ismail Berrada (SemEval@ACL/IJCNLP, 2021)

CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity. - Nabil El Mamoun; Abdelkader El Mahdaouy; Abdellah El Mekki; Kabil Essefar; Ismail Berrada (SemEval@ACL/IJCNLP, 2021)

Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language. - Abdelkader El Mahdaouy; Abdellah El Mekki; Kabil Essefar; Nabil El Mamoun; Ismail Berrada; Ahmed Khoumsi (WANLP, 2021)

BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification. - Abdellah El Mekki; Abdelkader El Mahdaouy; Kabil Essefar; Nabil El Mamoun; Ismail Berrada; Ahmed Khoumsi (WANLP, 2021)

An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction. - ElMehdi Boujou; Hamza Chataoui; Abdellah El Mekki; Saad Benjelloun; Ikram Chairi; Ismail Berrada (CoRR, 2021)

BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification. - Abdellah El Mekki; Abdelkader El Mahdaouy; Kabil Essefar; Nabil El Mamoun; Ismail Berrada; Ahmed Khoumsi (CoRR, 2021)

CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. - Abdelkader El Mahdaouy; Abdellah El Mekki; Kabil Essefar; Abderrahman Skiredj; Ismail Berrada (SemEval@NAACL, 2022)

UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. - Abdellah El Mekki; Abdelkader El Mahdaouy; Mohammed Akallouch; Ismail Berrada; Ahmed Khoumsi (SemEval@NAACL, 2022)

AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling. - Abdellah El Mekki; Abdelkader El Mahdaouy; Ismail Berrada; Ahmed Khoumsi (Inf. Process. Manag., 2022)

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting. - Abdellah El Mekki; Muhammad Abdul-Mageed; El Moatez Billah Nagoudi; Ismail Berrada; Ahmed Khoumsi (IJCNLP (1), 2023)

Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. - Meryem Janati Idrissi; Hamza Alami; Abdelkader El Mahdaouy; Abdellah El Mekki; Soufiane Oualil; Zakaria Yartaoui; Ismail Berrada (Expert Syst. Appl., 2023)

OMCD: Offensive Moroccan Comments Dataset. - Kabil Essefar; Hassan Ait Baha; Abdelkader El Mahdaouy; Abdellah El Mekki; Ismail Berrada (Lang. Resour. Evaluation, 2023)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (EMNLP, 2024)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (CoRR, 2024)

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs. - Fakhraddin Alwajih; Abdellah El Mekki; Samar Mohamed Magdy; AbdelRahim A. Elmadany; Omer Nacar; El Moatez Billah Nagoudi; Reem Abdel-Salam; Hanin Atwany; Youssef Nafea; Abdulfattah Mohammed Yahya; Rahaf Alhamouri; Hamzah A. Alsayadi; et al. (ACL (1), 2025)

Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks. - Gagan Bhatia; El Moatez Billah Nagoudi; Abdellah El Mekki; Fakhraddin Alwajih; Muhammad Abdul-Mageed (NAACL (Findings), 2025)

Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs. - Abdellah El Mekki; Muhammad Abdul-Mageed (NAACL (Findings), 2025)

NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities. - Abdellah El Mekki; Houdaifa Atou; Omer Nacar; Shady Shehata; Muhammad Abdul-Mageed (CoRR, 2025)

Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset. - Fakhraddin Alwajih; Samar Mohamed Magdy; Abdellah El Mekki; Omer Nacar; Youssef Nafea; Safaa Taher Abdelfadil; Abdulfattah Mohammed Yahya; Hamzah Luqman; Nada AlMarwani; Samah Aloufi; Baraah Qawasmeh; Houdaifa Atou; et al. (CoRR, 2025)