@article{knowledgetoverificationexploringrlvrforl,
  title = {Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains},
  author = {Zhonghang Yuan and Zhefan Wang and Fang Hu and Zihong Chen and Jinzhe Li and Gang Li and Jie Ying and Huanjun Kong and Songyang Zhang and Nanqing Dong},
  year = {2026},
  eprint = {2605.18261},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.18261},
}