EnhancedBERT: A python software tailored for arabic word sense disambiguation

Sanaa Kaddoura, Reem Nassar

Abstract: Highlights•A software framework designed to disambiguate Arabic polysemous terms using advanced natural language processing techniques.•Integrates transformer architectures with ensemble methods to achieve high performance in understanding and processing Arabic text.•A flexible pipeline that can be directly utilized or fine-tuned according to specific needs.•A contextual awareness makes it an invaluable tool for researchers and practitioners tackling complexities in Arabic language processing.