Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards Automatic Generation of Short Summaries of Commits   Committing to a version control system means submitting a software change to
the system. Each commit can have a message to describe the submission. Several
approaches have been proposed to automatically generate the content of such
messages. However, the quality of the automatically generated messages falls
far short of what humans write. In studying the differences between
auto-generated and human-written messages, we found that 82% of the
human-written messages have only one sentence, while the automatically
generated messages often have multiple lines. Furthermore, we found that the
commit messages often begin with a verb followed by an direct object. This
finding inspired us to use a "verb+object" format in this paper to generate
short commit summaries. We split the approach into two parts: verb generation
and object generation. As our first try, we trained a classifier to classify a
diff to a verb. We are seeking feedback from the community before we continue
to work on generating direct objects for the commits.

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The categories of this paper are: cond-mat
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The categories of this paper are: cmp-lg
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The categories of this paper are: acc-phys
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The categories of this paper are: math
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The categories of this paper are: atom-ph
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The categories of this paper are: physics
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The categories of this paper are: hep-ex
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The categories of this paper are: quant-ph
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The categories of this paper are: mtrl-th
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The categories of this paper are: patt-sol
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The categories of this paper are: dg-ga
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The categories of this paper are: comp-gas
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The categories of this paper are: alg-geom
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The categories of this paper are: funct-an
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The categories of this paper are: bayes-an
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The categories of this paper are: nucl-ex