[nickcano]

Ideally there should be a way for the model to say "soccer is a type of sport, let's apply this question to every other sport and only say yes if soccer is the best answer", right? I'm not familiar with Word2Vec, but, presumably, there may be some way to get that information and work it into some logical layer on top of the model.

One thing I see all the time with machine learning is trying to solve everything with pure learning, which is quite similar to human intuition in that it can be hard to rationalize. But the thing about humans is that we have these logical constructs that filter our intuition, so it makes sense to create generic abstractions of these constructs and apply them as a sort of filter to the output of a trained model. Of course this has probably been done before, though most of these project I see don't seem to attempt it.