You have many dungeons to go, but to avoid spoilers, it doesn't show you the names upfront.
You've gotta unlock them via sidequests!

http://ffxiv.gamerescape.com/wiki/Duty_Roulette

You can see all the dungeons in each roulette tier there, if you're do inclined.
Good luck, and thanks on behalf of everyone for the bonus tomes!