Exotic binary options are a name that is used for different types of binary options that have very specific conditions to mature in the money. They usually give you a very high return if they do.
Short binary options are binary options with a short maturity. How short depends on the broker. Some brokers offer binary options with maturities that are as short as 15 seconds.