A relational graph convolutional network with graph type conversion ranks deleted lines in bug-fixing commits and is reported to beat prior methods on Recall@1-3 and MFR, with no error bars or code release.
Hassan, Audris Mockus, Anand Sinha, and Naoyasu Ubayashi
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Identifying Root Cause of bugs by Capturing Changed Code Lines with Relational Graph Neural Networks
A relational graph convolutional network with graph type conversion ranks deleted lines in bug-fixing commits and is reported to beat prior methods on Recall@1-3 and MFR, with no error bars or code release.