@article{s1simpletesttimescaling,
  title = {s1: Simple test-time scaling},
  author = {Niklas Muennighoff and Zitong Yang and Weijia Shi and Xiang Lisa Li and Li Fei-Fei and Hannaneh Hajishirzi and Luke Zettlemoyer and Percy Liang and Emmanuel Candès and Tatsunori Hashimoto},
  year = {2025},
  eprint = {2501.19393},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.19393v2},
}