@inproceedings{wang-etal-2026-mimesis,
    title = "From Mimesis to Metamorphosis: Evolving {VLM} Judges via In-Context Comparing and Knowledge Internalization",
    author = "Wang, Juntuo  and
      Qiao, Yuming  and
      Yang, Yifan  and
      Yuan, Lunxi  and
      Luo, Liang  and
      Meng, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.631/",
    pages = "12957--12971",
    ISBN = "979-8-89176-395-1"
}