Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Trust Enhancement Issues in Program Repair   Automated program repair is an emerging technology that seeks to
automatically rectify bugs and vulnerabilities using learning, search, and
semantic analysis. Trust in automatically generated patches is necessary for
achieving greater adoption of program repair. Towards this goal, we survey more
than 100 software practitioners to understand the artifacts and setups needed
to enhance trust in automatically generated patches. Based on the feedback from
the survey on developer preferences, we quantitatively evaluate existing
test-suite based program repair tools. We find that they cannot produce
high-quality patches within a top-10 ranking and an acceptable time period of 1
hour. The developer feedback from our qualitative study and the observations
from our quantitative examination of existing repair tools point to actionable
insights to drive program repair research. Specifically, we note that producing
repairs within an acceptable time-bound is very much dependent on leveraging an
abstract search space representation of a rich enough search space. Moreover,
while additional developer inputs are valuable for generating or ranking
patches, developers do not seem to be interested in a significant
human-in-the-loop interaction.

6
The categories of this paper are: astro-ph
11
The categories of this paper are: hep-lat
21
The categories of this paper are: adap-org
29
The categories of this paper are: funct-an
17
The categories of this paper are: q-fin
2
The categories of this paper are: math
28
The categories of this paper are: alg-geom
4
The categories of this paper are: cond-mat
36
The categories of this paper are: cmp-lg
35
The categories of this paper are: mtrl-th
27
The categories of this paper are: comp-gas
25
The categories of this paper are: patt-sol
34
The categories of this paper are: chem-ph
19
The categories of this paper are: eess
12
The categories of this paper are: nucl-th
30
The categories of this paper are: q-alg