Quantum Approaches to Natural Language Processing: Opportunities and Challenges in the NISQ Era

This paper surveys the state of quantum natural language processing, showing how NLP-related techniques including word embeddings, sequential models, attention, and grammatical parsing have been used in quantum language processing. It also introduces a new quantum design for the basic task of text encoding, and discusses the challenges of distinguishing between hypothetical and actual statements in language models.