Author

Jenny T Liang

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#machine learning Jul 2026

Learning from 53.6K Real-World Developer Edits of AI-Generated Code

DECODE (Developer Edits of Code Dataset), a dataset of 53.6K real-world in-IDE code edits of AI-generated code in Python, TypeScript, and JavaScript, is introduced, and finetuning on DECODE enables open-source 3B models to perform code edit prediction tasks significantly better than frontier LLMs.

Jenny T Liang, M. Bairathi, Wayne Chi et al. · arXiv.org · 1 citation