Bahdanau

A 2017 paper by eight Google researchers, 'Attention Is All You Need', introduced the transformer architecture, which replaced recurrence with attention mechanisms and now underpins nearly all major A…

The encoder-decoder (seq2seq) architecture, proposed by Cho et al. and Sutskever et al. in 2014, compresses the entire source sentence into a single fixed-length vector, causing performance to degrade…

Senior engineers can now learn the internal architecture of large language models in a new five-part series. The second installment explains why recurrent neural networks have been replaced by transfo…