It is to commemorate Guy Fawkes being arrested for trying to blow up the House of Parliament (or Lords I'm not sure). They are bonfires aswell and it is not unusual for there to be an effigy of Fawkes burnt on it.
Thinking about it, it is all a bit strange to be honest!