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English(EN) Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs

利用图文语义方法检测AI生成的中文诗歌

研究人员开发了一种新颖的方法,通过整合图像语义和文本分析来检测AI生成的现代中文诗歌。该方法利用与诗歌内容相关的图像提供补充信息,增强判断过程。实验表明,这种图文语义引导的方法显著优于传统的基于文本的检测,其中一个基于Gemini的检测器达到了85.65%的最先进的Macro-F1分数。 AI

影响 该方法可以改进AI生成文本的检测,特别是对于诗歌等创意内容。

排序理由 该集群包含一篇学术论文,详细介绍了一种检测AI生成内容的新方法。

在 arXiv cs.CL 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

报道来源 [2]

  1. arXiv cs.CL TIER_1 English(EN) · Shanshan Wang, Fengying Ye, Hanjia Lyu, Caiwen Gou, Junchao Wu, Jingming Yao, Chengzhong Xu, Jiebo Luo, Derek F. Wong ·

    Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs

    arXiv:2605.22654v1 Announce Type: new Abstract: Previous detection studies have shown that LLMs cannot be effectively used as detectors, but these studies have not addressed modern Chinese poetry. Moreover, no relevant research has explored the performance of LLMs in detecting mo…

  2. arXiv cs.CL TIER_1 English(EN) · Derek F. Wong ·

    Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs

    Previous detection studies have shown that LLMs cannot be effectively used as detectors, but these studies have not addressed modern Chinese poetry. Moreover, no relevant research has explored the performance of LLMs in detecting modern Chinese poetry. This paper evaluates and en…