Construct · 1 fields · 1 citations

retrieval-augmented generation: a standalone construct

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Natural language processing

a text generator conditioned on passages retrieved from an external document index, combining learned parametric memory with non-parametric memory.

In natural language processing, retrieval-augmented generation refers to a text generator conditioned on passages retrieved from an external document index, combining learned parametric memory with non-parametric memory. This meaning comes from Lewis (2020) in arXiv.[1]

Unit
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Nearby constructs

document1 fields · 3 citationsanchor · a standalone construct generation2 fields · 4 citationsjingle · one word, two constructs grounding5 fields · 13 citationsjingle · one word, five constructs

References

Lewis, P., Perez, E., Piktus, A., Petroni, F., Karpukhin, V., Goyal, N., Küttler, H., Lewis, M., Yih, W., Rocktäschel, T., Riedel, S., & Kiela, D. (2020). Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. arXiv. https://doi.org/10.48550/arxiv.2005.11401

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