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DapStep: Deep Assignee Prediction for Stack Trace Error rePresentation. (arXiv:2201.05256v1 [cs.SE])
Jan. 17, 2022, 2:10 a.m. | Denis Sushentsev, Aleksandr Khvorov, Roman Vasiliev, Yaroslav Golubev, Timofey Bryksin
cs.LG updates on arXiv.org arxiv.org
The task of finding the best developer to fix a bug is called bug triage.
Most of the existing approaches consider the bug triage task as a
classification problem, however, classification is not appropriate when the
sets of classes change over time (as developers often do in a project).
Furthermore, to the best of our knowledge, all the existing models use textual
sources of information, i.e., bug descriptions, which are not always available.
In this work, we explore the applicability …
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