Exploring term proximity statistic for Arabic information retrieval. - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (CIST, 2014)

A Study of Association Measures and their Combination for Arabic MWT Extraction. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (CoRR, 2014)

Arabic Text Classification Based on Word and Document Embeddings. - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (AISI, 2016)

Semantically enhanced term frequency based on word embeddings for Arabic information retrieval. - Abdelkader El Mahdaouy; Said Ouatik El Alaoui; Éric Gaussier (CIST, 2016)

Accès à l'information dans les grandes collections textuelles en langue arabe. (Accessing Arabic Textual Information in Large Scale Collections). - Abdelkader El Mahdaouy (2017)

Improving Arabic information retrieval using word embedding similarities. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (Int. J. Speech Technol., 2018)

Should one use term proximity or multi-word terms for Arabic information retrieval? - Abdelkader El Mahdaouy; Éric Gaussier; Saïd El Alaoui Ouatik (Comput. Speech Lang., 2019)

Word-embedding-based pseudo-relevance feedback for Arabic information retrieval. - Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Éric Gaussier (J. Inf. Sci., 2019)

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)

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)

An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings. - Salima Lamsiyah; Abdelkader El Mahdaouy; Bernard Espinasse; Saïd El Alaoui Ouatik (Expert Syst. Appl., 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)

Embedding arabic questions by feature-level fusion of word representations for questions classification: It is worth doing? - Hamza Alami; Noureddine En-Nahnahi; Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 2022)

UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences. - Hamza Alami; Abdessamad Benlahbib; Abdelkader El Mahdaouy; Ismail Berrada (SemEval@ACL, 2023)

UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism. - Salima Lamsiyah; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada; Christoph Schommer (SemEval@ACL, 2023)

UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis. - Abdelkader El Mahdaouy; Hamza Alami; Salima Lamsiyah; Ismail Berrada (SemEval@ACL, 2023)

UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic. - Salima Lamsiyah; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada; Christoph Schommer (ArabicNLP, 2023)

UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition. - Abdelkader El Mahdaouy; Salima Lamsiyah; Hamza Alami; Christoph Schommer; Ismail Berrada (ArabicNLP, 2023)

Investigating Domain Adaptation for Network Intrusion Detection. - Hamza Alami; Meryem Janati Idrissi; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (WINCOM, 2023)

Can Anaphora Resolution Improve Extractive Query-Focused Multi-Document Summarization? - Salima Lamsiyah; Abdelkader El Mahdaouy; Christoph Schommer (IEEE Access, 2023)

Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning. - Salima Lamsiyah; Abdelkader El Mahdaouy; Saïd El Alaoui Ouatik; Bernard Espinasse (J. Inf. Sci., 2023)

Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion. - Salima Lamsiyah; Abdelkader El Mahdaouy; Said Ouatik El Alaoui; Bernard Espinasse (J. Ambient Intell. Humaniz. Comput., 2023)

DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. - Hamza Alami; Abdelkader El Mahdaouy; Abdessamad Benlahbib; Noureddine En-Nahnahi; Ismail Berrada; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 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)

Fine-Tuning a Large Language Model with Reinforcement Learning for Educational Question Generation. - Salima Lamsiyah; Abdelkader El Mahdaouy; Aria Nourbakhsh; Christoph Schommer (AIED (1), 2024)

DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification. - Abdelkader El Mahdaouy; Salima Lamsiyah; Meryem Janati Idrissi; Hamza Alami; Zakaria Yartaoui; Ismail Berrada (CoRR, 2024)

On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. - Abdelhak Bouayad; Mohammed Akallouch; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada (J. Inf. Secur. Appl., 2024)

Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4). - Saad Ezzini; Hamza Alami; Ismail Berrada; Abdessamad Benlahbib; Abdelkader El Mahdaouy; Salima Lamsiyah; Hatim Derrouz; Amal Haddad Haddad; Mustafa Jarrar; Mo El-Haj; Ruslan Mitkov; Paul Rayson (COLING Workshops, 2025)

Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats. - Meryem Janati Idrissi; Hamza Alami; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (Future Gener. Comput. Syst., 2025)