Transformers, Deep Learning, Machine Learning, Editors Pick, Data Science.
of the sentences we saw earlier. Before attention is applied, the embeddings in the sequence have no context of their neighbours. Therefore, we can visualise the embedding for the word light as the following linear combination. Here, we can see that our weights are just the identity matrix. After