Transformers: The Architecture Behind the Boom

The "Attention Is All You Need" paper changed everything.

Self-Attention Mechanism

Transformers use a mechanism called "self-attention" to weigh the importance of different words in a sentence, regardless of their distance from each other. This allows for much better understanding of context compared to previous RNNs and LSTMs.