Attention (bugle call)

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This is taken from the British Alarm, at which call the troops turned out under arms. Play Attention (Bugle Call).png
This is taken from the British Alarm, at which call the troops turned out under arms. Play

"Attention" is a bugle call sounded as a warning that troops are about to be called to attention .

"Attention" was also used for custom automobile horns in the 1930s and 1940s, and is most recognizable for that reason.

Attention (bugle call)

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A transformer is a deep learning architecture developed by Google and based on the multi-head attention mechanism, proposed in a 2017 paper "Attention Is All You Need". Text is converted to numerical representations called tokens, and each token is converted into a vector via looking up from a word embedding table. At each layer, each token is then contextualized within the scope of the context window with other (unmasked) tokens via a parallel multi-head attention mechanism allowing the signal for key tokens to be amplified and less important tokens to be diminished. The transformer paper, published in 2017, is based on the softmax-based attention mechanism proposed by Bahdanau et. al. in 2014 for machine translation, and the Fast Weight Controller, similar to a transformer, proposed in 1992.

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"Attention" is a song by American hip hop artist Fat Joe, in collaboration with American singer Chris Brown and American rapper Dre. It was released as a digital download on July 23, 2018 as the third stand-alone single from the duo made of Fat Joe and Dre. The song was produced by Scott Storch.

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