To do this :
First, access the Firefox configuration editor by typing the following in location bar :
Click on I accept the risk! to bring up the configuration editor.
Next, search for autofill parameter. Double click on browser.urlbar.autoFill so that it changes from true to false.
From now on, typed URLs won’t be auto filled.