That's a problem that's been in Firefox for a while, and affects other websites too. Well, not a "bug" as it supposed to be a "feature", but it's annoying regardless. (´～`)
How to fix it: go to Settings > Privacy and Security > History and then click Choose what you want Firefox to remember. Uncheck Remember search and form history, and you're done. ヽ(´∇`)ノ