How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias

Ruiquan Huang, Yingbin Liang, Jing Yang 0002. How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

Abstract

Abstract is missing.