Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges

Nayoung Lee, Ziyang Cai, Avi Schwarzschild, Kangwook Lee 0001, Dimitris Papailiopoulos. Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

Authors

Nayoung Lee

This author has not been identified. Look up 'Nayoung Lee' in Google

Ziyang Cai

This author has not been identified. Look up 'Ziyang Cai' in Google

Avi Schwarzschild

This author has not been identified. Look up 'Avi Schwarzschild' in Google

Kangwook Lee 0001

This author has not been identified. Look up 'Kangwook Lee 0001' in Google

Dimitris Papailiopoulos

This author has not been identified. Look up 'Dimitris Papailiopoulos' in Google