@inproceedings{zhao-etal-2026-lrbench, title = "{LRB}ench and Judge-R1: Principled Evaluation and Training of {LLM}-Based Judges for Long-Context Reasoning", author = "Zhao, Xinyi and Hu, Haoqi and Wang, Ziyu and Xiao, Jinfeng", 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.2029/", pages = "40839--40861", ISBN = "979-8-89176-395-1" }