Would you say you're looking for a classifier with high precision, and perhaps low recall?

Have you come across any excellent explanations for how the various attention layers work? Ideally with worked examples and graphics.

After reading the wikipedia article on the topic, and 6 pages into attention is all you need, I'm thoroughly confused. it's tough to keep track of what's a key, query, and value, where the recurrent layer goes, etc.