Natural Language Processing (NLP) has made significant strides in recent years, driven by advances in machine learning and deep learning
techniques. Quantum computing, a technology with transformative potential, is yet to find a well-defined role in NLP. Our objective is to
investigate the potential benefits of quantum computing in NLP, including its impact on explainability, generalization, and overall performance. In
addition, we aim to contribute to the development of a quantum theory of resources in NLP and to create novel quantum-native architectures. By
conducting empirical experiments and theoretical analysis, we hope to gain significant insights into how quantum technologies can transform the
field of NLP.