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Oct 12 · Monday

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  2. Analysis and theoryarXiv 2610.00417

    研究：合成数据溯源识别在改写后准确率大幅下降

    检验合成数据来源识别是否等于再训练适配筛选

    arXiv
    2610.00417
    Published
    Layer
    Prompt layer
    Setting
    Models and APIs
    Evaluated models
    Qwen2.5-3B-Instruct, DistilRoBERTa, word TF-IDF logistic regression and others5
    Abstract来源识别在原文上准确，改写后精确归因下降。

    作者在金融风险文本上把来源识别和训练样本是否有用拆成两次测量，并写明这不是电信部署实验。

    Paper analysisRead analysis
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