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Oct 12 · Monday

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  1. 基于 SAE 引导的关键路径识别(KPI)解决知识冲突

    提出 KPI,用入度定位跨层关键路径并做 SAE 转向以解决知识冲突

    Published
    Evaluated models
    Llama-3-8B, Llama-3.1-8B, Gemma-2-9B
    AbstractKPI 以入度关键路径替代大批 SAE 特征转向,在冲突 RAG 上提高忠实并减轻副作用。

    KPI 针对知识冲突 RAG 中的 SAE 转向:相关性批量改特征会带入冗余,少量因果上关键的特征即可完成转向。

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