@inproceedings{liu-etal-2025-beyond-demographics,
    title = "Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning",
    author = "Liu, Haijiang  and
      Li, Qiyuan  and
      Gao, Chao  and
      Cao, Yong  and
      Xu, Xiangyu  and
      Wu, Xun  and
      Hershcovich, Daniel  and
      Gu, Jinguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.928/",
    pages = "18417--18439",
    ISBN = "979-8-89176-332-6"
}