When you enter a location for a Google Calendar event, Google now shows a list of suggestions. For example, if you type "Google H", one of the suggestions is "Google Headquarters". The nice thing is that Google also adds the address.
It's not clear how suggestions are ranked, but they're different from the Google Maps search suggestions. Nearby places are placed at the top of the list even if they're not that important.