Parsing used to be "AI". If you look at proceedings of old AI conferences you get this impression that anything interesting you might program a computer to do has passed through the field at some point.
Weren't they trying to parse human languages? I think that's still AI. And they didn't manage to, but what they tried ended up falling down to a more basic level of computer science.