Google DeepMind; Google; Carnegie Mellon University; University of Pennsylvania
Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
Large Language Models;Retrieval Augmented Generation;Program Synthesis;Program Optimization;Fine-Tuning;Goal-Conditioning;Data Augmentation;Self-Play;Synthetic Dataset;Performance Optimization;Machine Learning for Code Optimization;Dataset
Learning Performance-Improving Code Edits