Reference. Prefix Sliding for efficient test-time scaling [muennighoff2026prefixsliding]
✍️source

  • 2026
  • Niklas Muennighoff, Zhengyang Wang, Zeyi Chen, Weijia Shi, Binyuan Hui, John Yang, Dapeng Jiang, Mika Senghaas, Fares Obeid, Johannes Hagemann, Sami Jaghouar, Ludwig Schmidt, Percy Liang, Jason Wei, Andrew Y. Ng, Luke Zettlemoyer, Yejin Choi, Mike Lewis
  • https://arxiv.org/abs/2608.26070v1
@article{muennighoff2026prefixsliding,
  title = {Prefix Sliding for efficient test-time scaling},
  author = {Muennighoff, Niklas and Wang, Zhengyang and Chen, Zeyi and Shi, Weijia and Hui, Binyuan and Yang, John and Jiang, Dapeng and Senghaas, Mika and Obeid, Fares and Hagemann, Johannes and Jaghouar, Sami and Schmidt, Ludwig and Liang, Percy and Wei, Jason and Ng, Andrew Y. and Zettlemoyer, Luke and Choi, Yejin and Lewis, Mike},
  year = {2026},
  url = {https://arxiv.org/abs/2608.26070v1},
  journal = {arXiv preprint arXiv:2608.26070}
}