[fizixer]

ML publication is a complete mess right now.

Anyone can claim anything as long as they do a write-up and include some equations and pretty plots.

It was hard enough 5 years ago to filter out handful of good papers from the sea of bad research. Now it's getting near impossible.

[czzr]

Somebody should train a model to do it.

[SimplyUnknown]

You mean like arxiv-sanity? As I understand it, it trains a SVM on papers you like to suggest papers that are on the same side of the hyperplane. Could be used as a quality classifier by only liking high-quality work.