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Design and Implementation of a Quantum Kernel for Natural Language Processing. (arXiv:2205.06409v1 [cs.CL])
cs.LG updates on arXiv.org arxiv.org
Natural language processing (NLP) is the field that attempts to make human
language accessible to computers, and it relies on applying a mathematical
model to express the meaning of symbolic language. One such model, DisCoCat,
defines how to express both the meaning of individual words as well as their
compositional nature. This model can be naturally implemented on quantum
computers, leading to the field quantum NLP (QNLP). Recent experimental work
used quantum machine learning techniques to map from text to …
arxiv design implementation kernel language language processing natural natural language natural language processing processing quantum