Résumé automatique guidé de textes: État de l'art et perspectives. - Salima Lamsiyah; Said Ouatik El Alaoui; Bernard Espinasse (CORIA, 2018)

Résumé automatique guidé de textes: État de l'art et perspectives (Guided Summarization : State-of-the-art and perspectives ). - Salima Lamsiyah; Said Ouatik El Alaoui; Bernard Espinasse (CORIA-TALN-RJC (DeFT), 2018)

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)

A Comparative Study of Sentence Embeddings for Unsupervised Extractive Multi-document Summarization. - Salima Lamsiyah; Christoph Schommer (BNAIC/BENELEARN, 2022)

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)

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)

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)

BioMDSum: An Effective Hybrid Biomedical Multi-Document Summarization Method Based on PageRank and Longformer Encoder-Decoder. - Azzedine Aftiss; Salima Lamsiyah; Said Ouatik El Alaoui; Christoph Schommer (IEEE Access, 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)

Privacy-Preserving Federated Learning for Student Dropout Prediction: Enhancing Model Transparency with Explainable AI. - Salima Lamsiyah; Aria Nourbakhsh; Samir El-amrany; Christoph Schommer (AIED (6), 2025)

Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles. - Azzedine Aftiss; Salima Lamsiyah; Christoph Schommer; Said Ouatik El Alaoui (COLING Workshops, 2025)

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)

ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models. - Salima Lamsiyah; Kamyar Zeinalipour; Samir El-amrany; Matthias R. Brust; Marco Maggini; Pascal Bouvry; Christoph Schommer (COLING Workshops, 2025)

Abstractive Summarization of Historical Documents: A New Dataset and Novel Method Using a Domain-Specific Pretrained Model. - Keerthana Murugaraj; Salima Lamsiyah; Christoph Schommer (IEEE Access, 2025)

GuardHarMem and HarMDetect: a multimodal dataset and benchmlark model for fine-grained harmful meme classification. - Samir El-amrany; Salima Lamsiyah; Matthias R. Brust; Pascal Bouvry (Soc. Netw. Anal. Min., 2025)