architectureIntroduced by Transformer · 2017

Transformer

A sequence model built only from attention and feed-forward layers, with no recurrence.

Drafted by AI · not yet reviewed

How this idea evolved

Each step is the idea’s introducing paper. The line between steps is the citation link between those papers.

2014
Bahdanau attention Attention mechanism
Let a decoder look back at the most relevant input positions instead of one fixed vector.
Cites · not yet reviewedcited 5× · §Model Architecture
“Most competitive neural sequence transduction models have an encoder-decoder structure [5, 2, 35].”
From Transformer · §Model Architecture
2017
Transformer Transformer
A sequence model built only from attention and feed-forward layers, with no recurrence.
Also draws on: Encoder–decoder seq2seq (Seq2Seq)