Add "invalid word" popup in addition to the red circles

[octokatherine]

Some people have been unsure what the red circles mean when they submit an invalid word.

Let's add a small toast for a couple seconds that says "invalid word" when this happens.

[vishal977]

Hi. I've fixed this. Please check pull request #66.