Yes, it's an art hard to master, but you'll almost always have to put up with some amount of extra information. You must give some explanation, story or something so they don't feel the need to add nuance and detail to their answers.

Depending on the topic might not be possible, though.

In short, the less talking you want them to do the more talking you'll probably have to do.