Abdelkader El Mahdaouy

46 papers C 2Journal 24Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning for Contextualized NetFlow-Based Network Intrusion Detection: Methods, Data, Evaluation and Deployment. CoRR Abdelkader El Mahdaouy, Issam Ait Yahia, Soufiane Oualil, Ismail Berrada
2026	J	`jnl`	DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification. J. Netw. Syst. Manag. Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada
2025	J	`jnl`	Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats. Future Gener. Comput. Syst. Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada
2025	C	`conf`	LiteMixer: Scalable, Low-Overhead Multi-Scale Mixing for Time Series Forecasting. WINCOM Issam Ait Yahia, Abdelkader El Mahdaouy, Soufiane Oualil, Ismail Berrada
2025	J	`jnl`	M-DAIGT: A Shared Task on Multi-Domain Detection of AI-Generated Text. CoRR Salima Lamsiyah, Saad Ezzini, Abdelkader El Mahdaouy, Hamza Alami, Abdessamad Benlahbib, Samir El-amrany, Salmane Chafik, Hicham Hammouchi
2025	—	`conf`	Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4). COLING Workshops 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
2024	J	`jnl`	DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification. CoRR Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada
2024	—	`conf`	Fine-Tuning a Large Language Model with Reinforcement Learning for Educational Question Generation. AIED (1) Salima Lamsiyah, Abdelkader El Mahdaouy, Aria Nourbakhsh, Christoph Schommer
2024	J	`jnl`	On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. J. Inf. Secur. Appl. Abdelhak Bouayad, Mohammed Akallouch, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada
2023	J	`jnl`	Can Anaphora Resolution Improve Extractive Query-Focused Multi-Document Summarization? IEEE Access Salima Lamsiyah, Abdelkader El Mahdaouy, Christoph Schommer
2023	J	`jnl`	DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension. J. King Saud Univ. Comput. Inf. Sci. Hamza Alami, Abdelkader El Mahdaouy, Abdessamad Benlahbib, Noureddine En-Nahnahi, Ismail Berrada, Saïd El Alaoui Ouatik
2023	J	`jnl`	Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. Expert Syst. Appl. Meryem Janati Idrissi, Hamza Alami, Abdelkader El Mahdaouy, Abdellah El Mekki, Soufiane Oualil, Zakaria Yartaoui, Ismail Berrada
2023	C	`conf`	Investigating Domain Adaptation for Network Intrusion Detection. WINCOM Hamza Alami, Meryem Janati Idrissi, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada
2023	J	`jnl`	OMCD: Offensive Moroccan Comments Dataset. Lang. Resour. Evaluation Kabil Essefar, Hassan Ait Baha, Abdelkader El Mahdaouy, Abdellah El Mekki, Ismail Berrada
2023	—	`conf`	UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic. ArabicNLP Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
2023	—	`conf`	UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism. SemEval@ACL Salima Lamsiyah, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada, Christoph Schommer
2023	—	`conf`	UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition. ArabicNLP Abdelkader El Mahdaouy, Salima Lamsiyah, Hamza Alami, Christoph Schommer, Ismail Berrada
2023	—	`conf`	UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis. SemEval@ACL Abdelkader El Mahdaouy, Hamza Alami, Salima Lamsiyah, Ismail Berrada
2023	—	`conf`	UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences. SemEval@ACL Hamza Alami, Abdessamad Benlahbib, Abdelkader El Mahdaouy, Ismail Berrada
2023	J	`jnl`	Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning. J. Inf. Sci. Salima Lamsiyah, Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Bernard Espinasse
2023	J	`jnl`	Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion. J. Ambient Intell. Humaniz. Comput. Salima Lamsiyah, Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Bernard Espinasse
2022	J	`jnl`	AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling. Inf. Process. Manag. Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2022	—	`conf`	CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. SemEval@NAACL Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
2022	J	`jnl`	CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic. CoRR Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Abderrahman Skiredj, Ismail Berrada
2022	J	`jnl`	Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. CoRR Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2022	J	`jnl`	Embedding arabic questions by feature-level fusion of word representations for questions classification: It is worth doing? J. King Saud Univ. Comput. Inf. Sci. Hamza Alami, Noureddine En-Nahnahi, Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik
2022	—	`conf`	UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. SemEval@NAACL Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
2022	J	`jnl`	UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer. CoRR Abdellah El Mekki, Abdelkader El Mahdaouy, Mohammed Akallouch, Ismail Berrada, Ahmed Khoumsi
2021	J	`jnl`	An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings. Expert Syst. Appl. Salima Lamsiyah, Abdelkader El Mahdaouy, Bernard Espinasse, Saïd El Alaoui Ouatik
2021	—	`conf`	BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification. WANLP Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021	J	`jnl`	BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification. CoRR Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021	—	`conf`	CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity. SemEval@ACL/IJCNLP Nabil El Mamoun, Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Ismail Berrada
2021	—	`conf`	CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP Kabil Essefar, Abdellah El Mekki, Abdelkader El Mahdaouy, Nabil El Mamoun, Ismail Berrada
2021	—	`conf`	Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language. WANLP Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021	J	`jnl`	Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language. CoRR Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, Nabil El Mamoun, Ismail Berrada, Ahmed Khoumsi
2021	—	`conf`	Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social Media. FIRE (Working Notes) Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, Hajar Mousannif, Ismail Berrada
2021	—	`conf`	Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. NAACL-HLT Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2021	—	`conf`	On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings. Canadian AI Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi
2019	J	`jnl`	Should one use term proximity or multi-word terms for Arabic information retrieval? Comput. Speech Lang. Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
2019	J	`jnl`	Word-embedding-based pseudo-relevance feedback for Arabic information retrieval. J. Inf. Sci. Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2018	J	`jnl`	Improving Arabic information retrieval using word embedding similarities. Int. J. Speech Technol. Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2017	—	`—`	Accès à l'information dans les grandes collections textuelles en langue arabe. (Accessing Arabic Textual Information in Large Scale Collections). Abdelkader El Mahdaouy
2016	—	`conf`	Arabic Text Classification Based on Word and Document Embeddings. AISI Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
2016	—	`conf`	Semantically enhanced term frequency based on word embeddings for Arabic information retrieval. CIST Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Éric Gaussier
2014	J	`jnl`	A Study of Association Measures and their Combination for Arabic MWT Extraction. CoRR Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
2014	—	`conf`	Exploring term proximity statistic for Arabic information retrieval. CIST Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik