MIT CSAIL and MIT Brain and Cognitive Sciences; MIT CSAIL; Harvey Mudd College; MIT Brain and Cognitive Sciences
Gabriel Grand, Lio Wong, Maddy Bowers, Theo X. Olausson, Muxin Liu, Joshua B Tenenbaum, Jacob Andreas
program synthesis;language models;library learning;compression;refactoring;abstraction;documentation;neurosymbolic
LILO: Learning Interpretable Libraries by Compressing and Documenting Code