Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The Defeat of the Winograd Schema Challenge   The Winograd Schema Challenge -- a set of twin sentences involving pronoun
reference disambiguation that seem to require the use of commonsense knowledge
-- was proposed by Hector Levesque in 2011. By 2019, a number of AI systems,
based on large pre-trained transformer-based language models and fine-tuned on
these kinds of problems, achieved better than 90% accuracy. In this paper, we
review the history of the Winograd Schema Challenge and assess its
significance.

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The categories of this paper are: q-alg
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The categories of this paper are: hep-th
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The categories of this paper are: math-ph
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The categories of this paper are: hep-ph
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The categories of this paper are: patt-sol
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The categories of this paper are: supr-con
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The categories of this paper are: hep-ex
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The categories of this paper are: astro-ph
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The categories of this paper are: math
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The categories of this paper are: funct-an
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The categories of this paper are: q-fin
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The categories of this paper are: chao-dyn
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The categories of this paper are: econ
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The categories of this paper are: gr-qc
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The categories of this paper are: hep-lat
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The categories of this paper are: chem-ph