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arXiv · cs.AI · Sangdo Han (CEO Business School), Moonsoo Kim (CEO Business School) · 3 小时前模型评分56

预注册研究:更换模型裁判会改变系统排名

Swapping the Judge Changes the Ranking: A Preregistered Study of Cross-Provider Replication in LLM-Judged System Comparisons

导读

一项预注册研究让来自三家厂商的五个裁判模型重新评判 4,000 场 Chatbot Arena 对战(九个系统、33 个系统对),每个对战都按两种回答顺序各评一次。

分类置信度

中 · 待人工复核

  • 只有单一媒体来源,需要人工复核。

来源级别:媒体与个人

事件类型:研究发布

证据摘录

  • “In a preregistered study (with a disclosed post-registration reduction of the judge set), five judge models from three providers re-judged 4,000 Chatbot Arena battles (nine systems, 33 system pairs) that carry human votes, each in both response orders.”
  • “Code and judge verdicts are provided as ancillary files”

来源:arXiv · cs.AI · arxiv.org