Construct · 1 fields · 1 citations

linear representation hypothesis: a standalone construct

One name. One construct. A landmark on the map.

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Explainable artificial intelligence

the claim that high-level concepts are encoded as linear directions in a model's representation space, formalized with a matching inner product.

In explainable artificial intelligence, linear representation hypothesis refers to the claim that high-level concepts are encoded as linear directions in a model's representation space, formalized with a matching inner product. This meaning comes from Park (2023) in arXiv.[1]

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Nearby constructs

explainable artificial intelligence1 fields · 1 citationsanchor · a standalone construct hypothesis2 fields · 2 citationsjingle · one word, two constructs intelligence6 fields · 14 citationsjingle · one name, six constructs

References

Park, K., Choe, Y. J., & Veitch, V. (2023). The Linear Representation Hypothesis and the Geometry of Large Language Models. arXiv. https://doi.org/10.48550/arxiv.2311.03658

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