@inproceedings{hong-etal-2026-assay, title = "{ASSAY}: Reconciling Stability and Validity in Reference-Free Scientific {LLM} Judges", author = "Hong, Soyeon and Kim, Heegyu and Hong, Ji Hoon and Hwang, Jindong and Ha, Juhyeon and Cho, Sung Beom and Cho, Hyunsouk", 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.1625/", pages = "34580--34600", ISBN = "979-8-89176-462-0" }