| Improving Arabic information retrieval using word embedding similarities A El Mahdaouy, SO El Alaoui, E Gaussier International Journal of Speech Technology 21, 121-136, 2018 | 50 | 2018 |
| An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings S Lamsiyah, A El Mahdaouy, B Espinasse, SEA Ouatik Expert Systems with Applications 167, 114152, 2021 | 48 | 2021 |
| Arabic Text Classification Based on Word and Document Embeddings A El Mahdaouy, E Gaussier, S Ouatik El Alaoui Proceedings of the International Conference on Advanced Intelligent Systems …, 2016 | 43 | 2016 |
| Word-embedding-based pseudo-relevance feedback for Arabic information retrieval A El Mahdaouy, SO El Alaoui, E Gaussier Journal of information science 45 (4), 429-442, 2019 | 32 | 2019 |
| Deep multi-task model for sarcasm detection and sentiment analysis in Arabic language AE Mahdaouy, AE Mekki, K Essefar, NE Mamoun, I Berrada, A Khoumsi arXiv preprint arXiv:2106.12488, 2021 | 30 | 2021 |
| Domain adaptation for Arabic cross-domain and cross-dialect sentiment analysis from contextualized word embedding A El Mekki, A El Mahdaouy, I Berrada, A Khoumsi Proceedings of the 2021 conference of the North American chapter of the …, 2021 | 30 | 2021 |
| Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning S Lamsiyah, AE Mahdaouy, SEA Ouatik, B Espinasse Journal of Information Science 49 (1), 164-182, 2023 | 22 | 2023 |
| A Study of Association Measures and their Combination for Arabic MWT Extraction A El Mahdaouy, S Ouatik El Alaoui, E Gaussier 10th International Conference on Terminology and Artificial Intelligence …, 2013 | 21 | 2013 |
| Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion S Lamsiyah, A El Mahdaouy, S Ouatik El Alaoui, B Espinasse Journal of Ambient Intelligence and Humanized Computing 14, 1401–1418, 2023 | 18* | 2023 |
| Fed-anids: Federated learning for anomaly-based network intrusion detection systems MJ Idrissi, H Alami, A El Mahdaouy, A El Mekki, S Oualil, Z Yartaoui, ... Expert Systems with Applications 234, 121000, 2023 | 17 | 2023 |
| A deep autoencoder-based representation for Arabic text categorization FZ El-Alami, A El Mahdaouy, SO El Alaoui, N En-Nahnahi Journal of Information and Communication Technology 19 (3), 381-398, 2020 | 16 | 2020 |
| Exploring term proximity statistic for Arabic information retrieval A El Mahdaouy, E Gaussier, S Ouatik El Alaoui Information Science and Technology (CIST), 2014 Third IEEE International …, 2014 | 13 | 2014 |
| BERT-based multi-task model for country and province level MSA and dialectal Arabic identification A El Mekki, A El Mahdaouy, K Essefar, N El Mamoun, I Berrada, ... Proceedings of the sixth Arabic natural language processing workshop, 271-275, 2021 | 12 | 2021 |
| A Supervised Method for Extractive Single Document Summarization based on Sentence Embeddings and Neural Networks S Lamsiyah, A El Mahdaouy, SEA Ouatik, B Espinasse Advanced Intelligent Systems for Sustainable Development (AI2SD’2019 …, 2020 | 12 | 2020 |
| Semantically enhanced term frequency based on word embeddings for Arabic information retrieval A El Mahdaouy, S Ouatik El Alaoui, É Gaussier Information Science and Technology (CIST), 2016 4th IEEE International …, 2016 | 12 | 2016 |
| AdaSL: An unsupervised domain adaptation framework for Arabic multi-dialectal sequence labeling A El Mekki, A El Mahdaouy, I Berrada, A Khoumsi Information Processing & Management 59 (4), 102964, 2022 | 10 | 2022 |
| Cs-um6p at semeval-2022 task 6: Transformer-based models for intended sarcasm detection in english and arabic AE Mahdaouy, AE Mekki, K Essefar, A Skiredj, I Berrada arXiv preprint arXiv:2206.08415, 2022 | 9 | 2022 |
| Should one use term proximity or multi-word terms for Arabic information retrieval? A El Mahdaouy, E Gaussier, SO El Alaoui Computer Speech & Language 58, 76-97, 2019 | 9 | 2019 |
| CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense K Essefar, A El Mekki, A El Mahdaouy, N El Mamoun, I Berrada Proceedings of the 15th International Workshop on Semantic Evaluation …, 2021 | 7 | 2021 |
| CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity N El Mamoun, A El Mahdaouy, A El Mekki, K Essefar, I Berrada Proceedings of the Fifteenth Workshop on Semantic Evaluation, Bangkok …, 2021 | 5 | 2021 |
SAID OUATIK EL ALAOUILaboratory of Informatics and Modeling, Faculty of Sciences dhar El-Mahraz, Sidi Mohamed Ben Abdellah universityAdresse e-mail validée de usmba.ac.ma
