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Oct 13 · Tuesday

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Models and APIs4LLM applications1coding agent0Browser and computer use0

Layer

Model layer1Application layer8

System component

RAG3Embeddings1
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System type：LLM applicationsSystem type：coding agentSystem type：Browser and computer useLayer：Model layerSystem component：EmbeddingsClear all

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  1. InterpretabilityarXiv 2609.06968

    通过稀疏自编码器特征追踪查询扩展效果

    用 SAE 追踪稠密检索查询扩展的潜变量并用激活转向验证

    arXiv
    2609.06968
    Published
    Layer
    Model layer
    Setting
    LLM applications
    Evaluated models
    Qwen3-Embedding-0.6B（Qwen-Embed）, SimLM
    AbstractSAE 追踪稠密检索 QE 的潜变量，转向在四基准上比文本扩展更稳。

    作者用稀疏自编码器分析稠密检索里的查询扩展：现成检索器不微调时，拼接扩展文本往往增益有限甚至变差，而最终指标和嵌入整体偏移不足以说明内部发生了什么。

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