Even when it's reduced and spoken informally -- or slang if you'd like to -- we have to be very careful, when you're reducing words, that your grammar is still okay.
From 1942 to 1946, it began to be informally called the State of the Union Message or Address, and since 1947 it has officially been known as the State of the Union Address.