<ul><li>Selection mechanisms address long-context limitations in AI sequence models.</li><li>The selection mechanism is a broad concept that can be applied in different ways and to different parameters.</li><li>The classical gating mechanism of RNNs is an instance of the selection mechanism for SSMs.</li><li>Selection mechanisms in sequence models allow for filtering context and improving performance with longer context.</li></ul>

How Selection Mechanisms Address Long-Context Limitations in AI Sequence Models

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