Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An ASP-Based Approach to Counterfactual Explanations for Classification   We propose answer-set programs that specify and compute counterfactual
interventions as a basis for causality-based explanations to decisions produced
by classification models. They can be applied with black-box models and models
that can be specified as logic programs, such as rule-based classifiers. The
main focus in on the specification and computation of maximum responsibility
causal explanations. The use of additional semantic knowledge is investigated.

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The categories of this paper are: comp-gas
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The categories of this paper are: nucl-ex
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The categories of this paper are: adap-org
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The categories of this paper are: mtrl-th
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The categories of this paper are: math-ph
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The categories of this paper are: hep-th
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The categories of this paper are: math
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The categories of this paper are: q-fin
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The categories of this paper are: gr-qc
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The categories of this paper are: q-alg
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The categories of this paper are: astro-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: chem-ph
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The categories of this paper are: nlin
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The categories of this paper are: acc-phys
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The categories of this paper are: hep-lat