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Retrieval from Within: An Intrinsic Capability of Attention-Based Models

Hoffer, Elad et al.
arXiv (All) · Papers
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Retrieval-augmented generation (RAG) typically treats retrieval and generation as separate systems. We ask whether an attention-based encoder-decoder can instead retrieve directly from its own internal representations. We introduce INTRA (INTrinsic Retrieval via Attention), a framework where decoder
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