@article{siriscalingiterativereinforcementlearnin, title = {SIRI: Scaling Iterative Reinforcement Learning with Interleaved Compression}, author = {Haoming Wen and Yushi Bai and Juanzi Li and Jie Tang}, year = {2025}, eprint = {2509.25176}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.25176}, }