{
  "id": "suh2026utilityusersimulators",
  "type": "article-journal",
  "title": "Quantifying the Utility of User Simulators for Building Collaborative LLM Assistants",
  "author": [{"given":"Joseph","family":"Suh"},{"given":"Ayush","family":"Raj"},{"given":"Minwoo","family":"Kang"},{"given":"Serina","family":"Chang"}],
  "issued": {"date-parts":[[2026]]},
  "URL": "https://arxiv.org/abs/2605.09808",
  "DOI": "10.48550/arXiv.2605.09808",
  "genre": "Preprint",
  "archive": "arXiv",
  "number": "2605.09808",
  "custom": {
    "record_url": "https://yuntiandeng.com/wildchat/papers/utility-of-user-simulators/",
    "first_public_date": "2026-05-10",
    "first_arxiv_submission": "2026-05-10",
    "citation_note": "arXiv preprint."
  }
}