Quantum Natural Language Processing (QNLP) is a burgeoning field that merges artificial intelligence (AI) and quantum computing. The rise of quantum computers and large language models (LLMs) has elevated the status of natural language processing (NLP), leading to new AI model applications, improvements, and challenges. QNLP has seen early experiments using techniques like word embeddings, sequential models, attention, and grammatical parsing. Quantum theory has also contributed to the understanding of uncertainty and intelligence in AI systems. The application of quantum theory in language operations offers new forms of mathematical modeling, computation, and communication.
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