The paper is making an obvious claim. If I have data showing positive and negative affinity, that will perform better than a model which just has positive day. I don't find this very surprising but my point is in practice exposing dislike buttons to customers are a CX that is hardly ever used. So the point that a model will perform better with data that customer's rarely offer up to your platform makes their claim moot in my opinion.