@inproceedings{wang-etal-2026-fine,
    title = "Are Fine-Tuned {LLM} Membership Signals Real? Separating Memorization from Likelihood Shortcuts",
    author = "Wang, Zilong  and
      Xu, Yingjie  and
      Wu, Yutong  and
      Li, Ruiyang  and
      Ji, Qinglin  and
      Tang, Xueming  and
      Lu, Songfeng",
    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.1544/",
    pages = "32850--32869",
    ISBN = "979-8-89176-462-0"
}