@article{selfalignedrewardtowardseffectiveandeffi, title = {Self-Aligned Reward: Towards Effective and Efficient Reasoners}, author = {Peixuan Han and Adit Krishnan and Gerald Friedland and Jiaxuan You and Chris Kong}, year = {2025}, eprint = {2509.05489}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.05489}, }