@inproceedings{hao-2026-semantic,
    title = "Semantic Variability of {LLM}-Generated Replies Across {LLM}s: Implications for Designing Conversation-Based Assessment",
    author = "Hao, Jiangang",
    editor = "Wilson, Joshua  and
      Ormerod, Christopher  and
      Beiting-Parrish, Magdalen",
    booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Coordinated Session Papers",
    month = oct,
    year = "2026",
    address = "Wyndham Grand Pittsburgh Downtown, Pittsburgh, Pennsylvania, United States",
    publisher = "National Council on Measurement in Education (NCME)",
    url = "https://aclanthology.org/2026.aimecon-sessions.10/",
    pages = "82--88",
    ISBN = "979-8-9983004-2-4"
}