The 'Attention' Mechanism

The 'Attention' mechanism, introduced in the paper 'Attention Is All You Need,' is the core innovation of the Transformer architecture. It allows the model to weigh the importance of different words in the input when processing text, which was a major breakthrough for handling long-range dependencies.