Ait Talghalit, I.; Alami, H.; El Alaoui, S. O. Exploring Different Annotation Schemes for Single and Consecutive Named Entity Recognition in the Arabic Biomedical Domain Using Transformer Models and Contextual Semantic Embeddings. Eng. Technol. Appl. Sci. Res. 2025, 15, 21854-21860.