How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding

Yuchen Li, Yuanzhi Li, Andrej Risteski

While the successes of transformers across many domains are indisputable, accurate understanding of the learning mechanics is still largely lacking. Their capabilities have been pr…