SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks. - Mustafa Jarrar; Sanad Malaysha; Tymaa Hammouda; Mohammed Khalilia (ArabicNLP, 2023)

Context-Gloss Augmentation for Improving Arabic Target Sense Verification. - Sanad Malaysha; Mustafa Jarrar; Mohammed Khalilia (GWC, 2023)

NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness. - Sanad Malaysha; Mustafa Jarrar; Mohammed Khalilia (SemEval@NAACL, 2024)

ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task. - Mohammed Khalilia; Sanad Malaysha; Reem Suwaileh; Mustafa Jarrar; Alaa Aljabari; Tamer Elsayed; Imed Zitouni (ArabicNLP, 2024)

AraFinNLP 2024: The First Arabic Financial NLP Shared Task. - Sanad Malaysha; Mo El-Haj; Saad Ezzini; Mohammed Khalilia; Mustafa Jarrar; Sultan Almujaiwel; Ismail Berrada; Houda Bouamor (ArabicNLP, 2024)