@article{wang2026scaling, title={Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs}, author={Wang, Jingtan and Verma, Arun and Lin, Xiaoqiang and Liu, Zhengyuan and Chen, Nancy F and Rus, Daniela and Low, Bryan Kian Hsiang}, journal={arXiv preprint arXiv:2609.01573}, year={2026} }