@article{requestingexpertreasoningaugmentingllmag,
  title = {Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention},
  author = {Zhiming Wang and Jinwei He and Feng Lu},
  year = {2026},
  eprint = {2602.22546},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.22546},
}