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English(EN) The Ghost Couple: Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing

LLM创建的虚假作者身份困扰网络和学术出版

一项新的研究论文揭示,大型语言模型会生成相关的“幽灵”身份,例如Elena Vasquez和Marcus Chen,它们出现在大量AI生成的文档中,充当专家或合著者。这些相关的名称先验特定于模型家族和版本,留下了可检测的痕迹。研究发现,这些幽灵作者已被用于在Zenodo等存储库上创建超过1600条虚假的学术记录,并附有伪造的出版日期,还在ResearchGate等平台上形成了合成研究小组。 AI

影响 揭示了LLM生成的身份被用于创建虚假的学术记录,影响了学术诚信和对AI生成内容的信任。

排序理由 该集群包含一篇学术论文,详细介绍了关于LLM行为及其下游后果的新研究发现。

在 Hugging Face Daily Papers 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

报道来源 [3]

  1. arXiv cs.LG TIER_1 English(EN) · Micha{\l} Brzozowski, Neo Christopher Chung ·

    The Ghost Couple: Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing

    arXiv:2606.02184v1 Announce Type: cross Abstract: These names do not exist. Elena Vasquez and Marcus Chen have appeared as volcano experts, astronauts, thriller protagonists, podcast hosts, and academic co-authors across hundreds of independently produced AI-generated documents, …

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    幽灵夫妇:LLM名称先验的关联性及其对网络和学术出版的困扰

    These names do not exist. Elena Vasquez and Marcus Chen have appeared as volcano experts, astronauts, thriller protagonists, podcast hosts, and academic co-authors across hundreds of independently produced AI-generated documents, never having lived. We show that large language mo…

  3. arXiv cs.LG TIER_1 English(EN) · Neo Christopher Chung ·

    The Ghost Couple: Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing

    These names do not exist. Elena Vasquez and Marcus Chen have appeared as volcano experts, astronauts, thriller protagonists, podcast hosts, and academic co-authors across hundreds of independently produced AI-generated documents, never having lived. We show that large language mo…