I've encountered flibbertigibbet and Brobdingnagian. Never encountered hippopotomonstrosesquippedaliophobia before, at least I don't remember encountering it.
Flibbertigibbet appears in some of the Little House on the Prairie (Laura and Mary) books, if I remember right.
And I've also read Gulliver's Travels which is where Brobdingnagian comes from. Brobdingnag was a land of giants. Pretty sure I've seen the word used elsewhere though.
I knew Flibbertigibbet from the sound of music:
MARGARETTA: How do you find a word that means Maria?
BERTHE: A flibberti gibbet!
SOPHIA: A willo' the wisp!
MARGARETTA: A clown!