Attention Is All You Need by Ashish Vaswani and others (source code)

= Attention Is All You Need by Ashish Vaswani and others
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By <Ashish Vaswani>.

https://arxiv.org/html/1706.03762v7

2017 paper; inspected arXiv version 7, 2 August 2023. Sections 5.4.2 and 6.2, Table 3: label smoothing and Transformer component variations on newstest2013. Base epsilon_ls=0.1: wordpiece perplexity 4.92 and BLEU 25.8; epsilon_ls=0.0: 4.67 and 25.3. Model-variation runs use no checkpoint averaging. Byline and contribution note identify Ashish Vaswani; other authors retain the published byline.