What are positional embeddings / encodings?
📺 Follow-up video: Concatenate or add positional encodings? Learned positional embeddings. https://youtu.be/M2ToEXF6Olw
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► Outline:
00:00 What are positional embeddings?
03:39 Requirements for positional embeddings
04:23 Sines, cosines explained: The original solution from the “Attention is all you need” paper
📺 Transformer explained: https://youtu.be/FWFA4DGuzSc
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Paper 📄
Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin. “Attention is all you need.” In Advances in neural information processing systems, pp. 5998-6008. 2017. https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf
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