一作ACL 2026Findings· Findings of ACL
LRB ench and J udge- R 1: Principled Evaluation and Training of LLM -Based Judges for Long-Context Reasoning
Xinyi Zhao · Haoqi Hu · Ziyu Wang · Jinfeng Xiao
摘要
Large language models (LLMs) are increasingly used as judges to evaluate, rank, and supervise other models, yet their reliability in judging LLMs’ reasoning process under long-context settings remains underexplored. Existing benchmarks either overly rely on human annotators, who may miss subtle f...