LILO: Learning Interpretable Libraries by Compressing and Documenting Code

1 code implementation • 30 Oct 2023 • Gabriel Grand, Lionel Wong, Maddy Bowers, Theo X. Olausson, Muxin Liu, Joshua B. Tenenbaum, Jacob Andreas

While large language models (LLMs) now excel at code generation, a key aspect of software development is the art of refactoring: consolidating code into libraries of reusable and readable programs.

Code Generation Program Synthesis