Abdelkader El Mahdaouy

According to our database, Abdelkader El Mahdaouy authored at least 33 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

OMCD: Offensive Moroccan Comments Dataset.

Kabil Essefar, Hassan Ait Baha, Abdelkader El Mahdaouy, Abdellah El Mekki, Ismail Berrada

Lang. Resour. Evaluation, December, 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., December, 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., September, 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., March, 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., February, 2023

Can Anaphora Resolution Improve Extractive Query-Focused Multi-Document Summarization?

Salima Lamsiyah, Abdelkader El Mahdaouy, Christoph Schommer

IEEE Access, 2023

Investigating Domain Adaptation for Network Intrusion Detection.

Hamza Alami, Meryem Janati Idrissi, Abdelkader El Mahdaouy, Abdelhak Bouayad, Zakaria Yartaoui, Ismail Berrada

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 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

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 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

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 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

Proceedings of the The 17th International Workshop on Semantic Evaluation, 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

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

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

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

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

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

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

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

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

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

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

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

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

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 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

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 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

Proceedings of the 15th International Workshop on Semantic Evaluation, 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

Proceedings of the 15th International Workshop on Semantic Evaluation, 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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

Proceedings of the Working Notes of FIRE 2021, 2021

On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings.

Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2019

Word-embedding-based pseudo-relevance feedback for Arabic information retrieval.

Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier

J. Inf. Sci., 2019

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

2018

Improving Arabic information retrieval using word embedding similarities.

Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier

Int. J. Speech Technol., 2018

2017

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

Abdelkader El Mahdaouy

PhD thesis, 2017

2016

Semantically enhanced term frequency based on word embeddings for Arabic information retrieval.

Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Éric Gaussier

Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

Arabic Text Classification Based on Word and Document Embeddings.

Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

2014

A Study of Association Measures and their Combination for Arabic MWT Extraction.

Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier

CoRR, 2014

Exploring term proximity statistic for Arabic information retrieval.

Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik

Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014