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CodeImprove: Program Adaptation for Deep Code Models

Published in ArXiv.org • Jan 27, 2025
NobleIDNI1P88W65R82S45
Authors:
Ravishka Rathnasuriya
,
Zijie Zhao
,
Wei Yang

Abstract

Leveraging deep learning (DL)-based code analysis tools to solve software engineering tasks is becoming increasingly popular. Code models often suffer performance degradation due to various reasons (e.g., code data shifts). Retraining is often required to address these issues, but frequent model upd...

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