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CodeImprove: Program Adaptation for Deep Code Models

Published • Apr 26, 2025
NobleIDNI3P50W37R19S38
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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