Compositionality and systematicity emerge from iterated learning in deep linear networks

Proceedings of the National Academy of Sciences, Volume 123, Number 19, May 2026.
ImportanceChildren quickly acquire language ability during their early development. One theory, called iterated learning, posits that language evolves over generations to become more structured. This structure can then be used by learners through…