@article{uncertaintyawaregradientsignaltonoisedat,
  title = {Uncertainty-Aware Gradient Signal-to-Noise Data Selection for Instruction Tuning},
  author = {Zhihang Yuan and Chengyu Yue and Long Huang and Litu Ou and Lei Shi},
  year = {2026},
  eprint = {2601.13697},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.13697},
}