take it apart and simmer in a crockpot filled with anti-freeze overnight on low. search for other threads on rcu for details.

another effective way for me has been to clean the parts with rubbing alcohol. be sure to spray with WD-40 right after cleaning and oil with a heavier oil before assembly. It's truly amazing how quickly some parts can rust.