@article{importanceawaredataselectionforefficient,
  title = {Importance-Aware Data Selection for Efficient LLM Instruction Tuning},
  author = {Tingyu Jiang and Shen Li and Yiyao Song and Lan Zhang and Hualei Zhu and Yuan Zhao and Xiaohang Xu and Kenjiro Taura and Hao Henry Wang},
  year = {2025},
  eprint = {2511.07074},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.07074},
}