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Oct 12 · Monday

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  1. MonoTM:用可解释单义特征做主题建模,超越关键词表示

    提出 MonoTM,用 SAE 单义特征估计文档主题混合并生成主题描述

    Published
    AbstractMonoTM 分开估计混合与解释主题,三套基准上二者偏好的 SAE 配置不同。

    MonoTM 是建在文档嵌入 SAE 上的可解释主题模型:混合估计用全部 SAE 特征,主题描述只用另一套配置里通过验证的语义特征。

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  2. 研究:拒答方向可跨架构迁移,安全工具可按写入位置重新估计

    在写入点定位拒答方向,经刚性旋转跨架构迁移并门控放大

    Published
    Evaluated models
    Falcon-Mamba-7B, Falcon3-Mamba-7B, Llama-3.1-8B and others8
    Abstract拒答方向可经刚性旋转跨架构迁移,但必须在各架构的写入点读取。

    作者研究拒答表示是否随架构改变,结论是表示共享、读取位置随架构变。

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