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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

作者 PulseAugur 编辑部 · [3 个来源] ·

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 →

LLM创建的虚假作者身份困扰网络和学术出版

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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。
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报道来源 [3]

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

    幽灵夫妇：LLM名称先验的相关性及其对网络和学术出版物的“侵扰”

    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 ·

    幽灵夫妇：LLM名称先验的相关性及其对网络和学术出版物的“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…

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