@article{pairsparametricverifiedadaptiveinformati,
  title = {PAIRS: Parametric-Verified Adaptive Information Retrieval and Selection for Efficient RAG},
  author = {Wang Chen and Guanqiang Qi and Weikang Li and Yang Li and Deguo Xia and Jizhou Huang},
  year = {2025},
  eprint = {2508.04057},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.04057},
}