157 citations · 512 across the 11 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.SE2021★ 5 cited
Megadiff: A Dataset of 600k Java Source Code Changes Categorized by Diff Size
Martin Monperrus, Matias Martinez, He Ye +3
This paper presents Megadiff, a dataset of source code diffs. It focuses on Java, with strict inclusion criteria based on commit message and diff size. Megadiff contains 663 029 Ja…
cs.SE2021★ 157 cited
Neural Program Repair with Execution-based Backpropagation
He Ye, Matias Martinez, Martin Monperrus
Neural machine translation (NMT) architectures have achieved promising results for automatic program repair. Yet, they have the limitation of generating low-quality patches (e.g.,…