@inproceedings{zhang-etal-2026-self-evaluation, title = "Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base {LLM}s with Minimal Data", author = "Zhang, XiuYu and Shan, Yi and Fang, Junfeng and Liang, Zhenkai", 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.439/", pages = "9212--9228", ISBN = "979-8-89176-462-0" }