@inproceedings{fan-etal-2026-fairsynth,
    title = "{F}air{S}ynth: Instrument-Relative Evaluation and Calibration of {LLM} Survey Simulations for Measurement Fairness",
    author = "Fan, Guangrui  and
      Liu, DanDan  and
      Guo, Qian  and
      Niu, Xueying  and
      Pan, Lihu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.714/",
    doi = "10.18653/2026.findings-emnlp.714",
    pages = "14992--15012",
    ISBN = "979-8-89176-462-0"
}