Note If you are looking to reproduce the results from our ASPLOS'24 paper, please checkout the instructions on the asplos24 branch.

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Abstract: Recent years have seen the rise of Deep Learning (DL) techniques applied to source code. Researchers have exploited DL to automate several development and maintenance tasks, such as writing ...

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...