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Jie M. Zhang

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Open access Oct 2026

MOCA: A Hierarchical Semantic-Enhanced Code Edit Framework for Multilingual Code Co-Evolution

Multilingual code co-evolution aims to propagate code edits across programming languages while preserving functional consistency, yet the task remains challenging in real-world repositories. Our motivating examples reveal two key challenges: (1) Existing models fail to infer the rationale behind source edits and may om...

Zhi-Hao Gong, Ze-Yu Sun, Xin Yin et al. · 0 citations

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