I'm sorry, but "Semantics" is "the study of meaning" (at least according to Wikipedia). How's that possible that "Semantically related != meaningful"?

You left out a word - 'related'. Consider:

Tennis Playpen

Semantically related yes, meaningful no.

Then what is the point?

Or rather... Could I make a youtube comment classifier and enter it?