Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A hybrid classical-quantum workflow for natural language processing   Natural language processing (NLP) problems are ubiquitous in classical
computing, where they often require significant computational resources to
infer sentence meanings. With the appearance of quantum computing hardware and
simulators, it is worth developing methods to examine such problems on these
platforms. In this manuscript we demonstrate the use of quantum computing
models to perform NLP tasks, where we represent corpus meanings, and perform
comparisons between sentences of a given structure. We develop a hybrid
workflow for representing small and large scale corpus data sets to be encoded,
processed, and decoded using a quantum circuit model. In addition, we provide
our results showing the efficacy of the method, and release our developed
toolkit as an open software suite.

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The categories of this paper are: gr-qc
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The categories of this paper are: hep-ex
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The categories of this paper are: nlin
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The categories of this paper are: chem-ph
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The categories of this paper are: dg-ga
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The categories of this paper are: econ
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The categories of this paper are: cmp-lg
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The categories of this paper are: q-bio
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The categories of this paper are: plasm-ph
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The categories of this paper are: astro-ph
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The categories of this paper are: ao-sci
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The categories of this paper are: stat
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The categories of this paper are: q-fin
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The categories of this paper are: adap-org
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The categories of this paper are: patt-sol
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The categories of this paper are: cond-mat