397 citations · 726 across the 11 of their papers we have counts for
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cs.SE2021★ 45 cited
Multimodal Representation for Neural Code Search
Jian Gu, Zimin Chen, Martin Monperrus
Semantic code search is about finding semantically relevant code snippets for a given natural language query. In the state-of-the-art approaches, the semantic similarity between co…
cs.SE2021★ 159 cited
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code
Zimin Chen, Steve Kommrusch, Martin Monperrus
In this paper, we address the problem of automatic repair of software vulnerabilities with deep learning. The major problem with data-driven vulnerability repair is that the few ex…