@inproceedings{liu-etal-2026-examining, title = "Examining Reasoning {LLM}s-as-Judges in Non-Verifiable {LLM} Post-Training", author = "Liu, Yixin and Yu, Yue and Su, DiJia and Wang, Sid and Wang, Xuewei and Jiang, Song and Liu, Bo and Cohan, Arman and Tian, Yuandong and Chen, Zhengxing", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2496/", pages = "56671--56704", ISBN = "979-8-89176-459-0" }