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    A 1991 positional encoding reportedly used a 1/t time-decay bias

    A reply says the bias encodes sequence order and is still widely used.

    Jürgen SchmidhuberJS
    1 Source, 2h ago, first seen 2h ago

    TLDR

    A reply describes the 1991 positional encoding as using a 1/t (or 1/Δt) relationship to encode sequence order. It says human memory and many physical systems forget information following a power law, and attributes to Google the point that a 1/t relationship prioritizes immediate context over long-range dependencies.

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    1 Source, first seen 2h ago

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    1 Source, first seen 2h ago

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    1 Source

    Jürgen Schmidhuber@SchmidhuberAIRT @SchmidhuberAI: @patchwanders The 1991 positional encoding was based on a 1/t (or 1/Δ t) relationship: a hyperbolic time-decay bias to e…2h

    1 Source

    Jürgen Schmidhuber@SchmidhuberAIRT @SchmidhuberAI: @patchwanders The 1991 positional encoding was based on a 1/t (or 1/Δ t) relationship: a hyperbolic time-decay bias to e…2h