一作ACL 2026Poster· Natural Language Processing
RATE : Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems
Weicong Liu · Zixuan Yang · Yibo Zhao · Xiang Li
摘要
Reviewer assignment is increasingly critical yet challenging in the LLM era, where rapid topic shifts render many pre-2023 benchmarks outdated and where proxy signals poorly reflect true reviewer familiarity. We address this evaluation bottleneck by introducing LR-bench, a high-fidelity, up-to-da...