This trend of "All You Need" in paper titles needs to die. The original "Attention is All You Need" used that title because it is literally true in their case. So many papers just use it as a meme now, and it distracts from the true insight of the paper.
it's uncreative/tired but at least to the point. Too many papers are confused / opaque agglomerations of a year's worth of research shoehorned into a paper. At least with these you can fairly easily assess whether the claim is supported or not.
"A meme is an idea, behavior, or style that spreads by means of imitation from person to person within a culture and often carries symbolic meaning representing a particular phenomenon or theme."
Paper authors use "All You Need" to allude to the well-known transformer paper, even if their proposed technique is not in fact all you need.
My understanding is that a meme spreads through memetics similar to how a gene spreads through genetics. Ideas will spread that are fit for reproduction, i.e. communication.
Oftentimes memes are powerful at reproducing, but in science we don't want ideas that are likely to spread. We want ideas that are truthful
