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Attention Is All You Need

Attention Is All You NeedAshish Vaswani Google Shazeer Google Parmar Google Uszkoreit Google Jones Google N. Gomez University of ukasz Kaiser Google Polosukhin dominant sequence transduction models are based on complex recurrent orconvolutional neural networks that include an encoder and a decoder. The bestperforming models also connect the encoder and decoder through an attentionmechanism. We propose a new simple network architecture, the Transformer,based solely on Attention mechanisms, dispensing with recurrence and convolutionsentirely.

Attention Is All You Need Ashish Vaswani Google Brain avaswani@google.com Noam Shazeer Google Brain noam@google.com Niki Parmar Google Research nikip@google.com

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