LISAC FSDM-USMBA Team at SemEval-2020 Task 12: Overcoming AraBERT's pretrain-finetune discrepancy for Arabic offensive language identification. - Hamza Alami; Said Ouatik El Alaoui; Abdessamad Benlahbib; Noureddine Ennahnahi (SemEval@COLING, 2020)

Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification. - Abdellah El Mekki; Ahmed Alami; Hamza Alami; Ahmed Khoumsi; Ismail Berrada (WANLP@COLING, 2020)

LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model. - Abdessamad Benlahbib; Ahmed Alami; Hamza Alami (SemEval@ACL/IJCNLP, 2021)

An arabic question classification method based on new taxonomy and continuous distributed representation of words. - Hamza Alami; Noureddine Ennahnahi; Khalid Alaoui Zidani; Saïd El Alaoui Ouatik (J. King Saud Univ. Comput. Inf. Sci., 2021)

High Tech team at SemEval-2022 Task 6: Intended Sarcasm Detection for Arabic texts. - Hamza Alami; Abdessamad Benlahbib; Ahmed Alami (SemEval@NAACL, 2022)

LISACTeam at SemEval-2022 Task 6: A Transformer based Approach for Intended Sarcasm Detection in English Tweets. - Abdessamad Benlahbib; Hamza Alami; Ahmed Alami (SemEval@NAACL, 2022)

NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning. - Mohamed M'Haouach; Anass Houdou; Hamza Alami; Khalid Fardousse; Ismail Berrada (IEEE Access, 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)

Arabic duplicate questions detection based on contextual representation, class label matching, and structured self attention. - Hamza Alami; Saïd El Alaoui Ouatik; Khalid Alaoui Zidani; Noureddine En-Nahnahi (J. King Saud Univ. Comput. Inf. Sci., 2022)

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 (SemEval@ACL, 2023)

NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation. - Abdessamad Benlahbib; Hamza Alami; Achraf Boumhidi; Omar Benslimane (SemEval@ACL, 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 (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)

Investigating Domain Adaptation for Network Intrusion Detection. - Hamza Alami; Meryem Janati Idrissi; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (WINCOM, 2023)

NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems. - Meryem Janati Idrissi; Hamza Alami; Abdelhak Bouayad; Ismail Berrada (WINCOM, 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., 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., 2023)

NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness. - Abdessamad Benlahbib; Anass Fahfouh; Hamza Alami; Achraf Boumhidi (SemEval@NAACL, 2024)

Lightweight Federated Learning for Efficient Network Intrusion Detection. - Abdelhak Bouayad; Hamza Alami; Meryem Janati Idrissi; Ismail Berrada (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)

On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. - Abdelhak Bouayad; Mohammed Akallouch; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada (J. Inf. Secur. Appl., 2024)

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)

MLPR: YOLOv3 for Real-Time License Plate Recognition in Moroccan Video Streams. - Hatim Derrouz; Hamza Alami; Reda Rabie (IEEE Access, 2025)

Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats. - Meryem Janati Idrissi; Hamza Alami; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (Future Gener. Comput. Syst., 2025)

Comparative Analysis of Traditional and Modern NLP Techniques on the CoLA Dataset: From POS Tagging to Large Language Models. - Abdessamad Benlahbib; Achraf Boumhidi; Anass Fahfouh; Hamza Alami (IEEE Open J. Comput. Soc., 2025)