| 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 | 74 | 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 | 63 | 2023 |
| 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 (3), 1401-1418, 2023 | 24 | 2023 |
| A supervised method for extractive single document summarization based on sentence embeddings and neural networks S Lamsiyah, A El Mahdaouy, SO El Alaoui, B Espinasse International Conference on Advanced Intelligent Systems for Sustainable …, 2019 | 17 | 2019 |
| DomURLs_BERT: Pre-trained BERT-based model for malicious domains and URLs detection and classification AE Mahdaouy, S Lamsiyah, MJ Idrissi, H Alami, Z Yartaoui, I Berrada arXiv preprint arXiv:2409.09143, 2024 | 16 | 2024 |
| Fine-tuning a large language model with reinforcement learning for educational question generation S Lamsiyah, A El Mahdaouy, A Nourbakhsh, C Schommer International Conference on Artificial Intelligence in Education, 424-438, 2024 | 16 | 2024 |
| The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection S Abudalfa, S Ezzini, A Abdelali, H Alami, A Benlahbib, S Chafik, M El-Haj, ... The Third Arabic Natural Language Processing Conference (ArabicNLP 2025), 2025 | 12 | 2025 |
| UL & UM6P at ArAIEval shared task: transformer-based model for persuasion techniques and disinformation detection in Arabic S Lamsiyah, A El Mahdaouy, H Alami, I Berrada, C Schommer Proceedings of ArabicNLP 2023, 558-564, 2023 | 8 | 2023 |
| Ouatik El Alaoui S, & Espinasse B (2021). Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and … S Lamsiyah, A El Mahdaouy Journal of Ambient Intelligence and Humanized Computing, 1-18, 0 | 7 | |
| Abstractive Summarization of Historical Documents: A New Dataset and Novel Method using a Domain-Specific Pretrained Model K Murugaraj, S Lamsiyah, C Schommer IEEE Access, 2025 | 6 | 2025 |
| Biomdsum: an effective hybrid biomedical multi-document summarization method based on pagerank and longformer encoder-decoder A Aftiss, S Lamsiyah, SO El Alaoui, C Schommer IEEE Access, 2024 | 6 | 2024 |
| Mining the Past: A Comparative Study of Classical and Neural Topic Models on Historical Newspaper Archives K Murugaraj, S Lamsiyah, M During, M Theobald Proceedings of the 5th International Conference on Natural Language …, 2025 | 5 | 2025 |
| Résumé automatique guidé de textes: État de l’art et perspectives S Lamsiyah, SO El Alaoui, B Espinasse Actes de la conférence Traitement Automatique de la Langue Naturelle, TALN, 55, 2018 | 5 | 2018 |
| Arabicsense: A benchmark for evaluating commonsense reasoning in arabic with large language models S Lamsiyah, K Zeinalipour, M Brust, M Maggini, P Bouvry, C Schommer Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4), 1-11, 2025 | 4 | 2025 |
| UM6P & UL at wojoodner shared task: Improving multi-task learning for flat and nested arabic named entity recognition A El Mahdaouy, S Lamsiyah, H Alami, C Schommer, I Berrada Proceedings of ArabicNLP 2023, 777-782, 2023 | 4 | 2023 |
| Can Anaphora Resolution Improve Extractive Query-Focused Multi-Document Summarization? S Lamsiyah, A El Mahdaouy, C Schommer IEEE Access 11, 99961-99976, 2023 | 4 | 2023 |
| Privacy-Preserving Federated Learning for Student Dropout Prediction: Enhancing Model Transparency with Explainable AI S Lamsiyah, A Nourbakhsh, S El-Amrany, C Schommer International Conference on Artificial Intelligence in Education, 324-332, 2025 | 3 | 2025 |
| UL\& UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism S Lamsiyah, A El Mahdaouy, H Alami, I Berrada, C Schommer The 61st Annual Meeting of the Association for Computational Linguistics, 2023 | 3 | 2023 |
| UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis A El Mahdaouy, H Alami, S Lamsiyah, I Berrada The 61st Annual Meeting of the Association for Computational Linguistics, 2023 | 2 | 2023 |
| A comparative study of sentence embeddings for unsupervised extractive multi-document summarization S Lamsiyah, C Schommer Benelux Conference on Artificial Intelligence, 78-95, 2022 | 2 | 2022 |
Abdelklader El MahdaouyMohammed VI Polytechnic UniversityVerified email at um6p.ma
