Deep networks learn to parse uniform-depth context-free languages from local statistics

Jack T. Parley, Francesco Cagnetta, Matthieu Wyart

Understanding how the structure of language can be learned from sentences alone is a central question in both cognitive science and machine learning. Studies of the internal repres…