The biggest drawback is that many sites these days limit the number of characters that you can use in your passwords, so these poems are probably too long for many of your accounts. But perhaps that will change someday soon. More and more sites are considering dropping the character limit, since shorter passwords are a lot less secure.
This is my biggest pet peeve. Actually, my second-biggest. My biggest is when registration silently fails because the password was too long.