In commercial subs you can't make that assumption so, yeah, you explain it every time. But you could get creative with it. Instead ov explaining every single time you can only explain once per episode. And you can use the Intro or the Bumpers to give some context on the joke.
In dubs that gets complicated but, well... Don't watch dubs :)