The name of the paper contrasts with the paper that spawned Transformer architecture, which itself is a reference to the song "All You Need Is Love" by the Beatles. https://en.wikipedia.org/wiki/Attention_Is_All_You_Need
I eagerly await the backlash to suggesting any one thing is all you need, the first shot of which shall surely be titled: “‘All you need’ Considered Harmful”