@inproceedings{popov-etal-2026-beyond, title = "Beyond Prompts: A Systematic Study of {LLM}-Based Machine Translation Evaluators", author = "Popov, Dmitry and Bokhyan, Roman and Enikeeva, Ekaterina and Mekhraliev, Artem and Vysotsky, Stepan and Karpachev, Nikolay", 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.2404/", doi = "10.18653/2026.findings-emnlp.2404", pages = "51648--51664", ISBN = "979-8-89176-462-0" }