If you open the Find dialog again, there is a "Stop" button which you can use to cancel the long search. Alternatively, you can bind a key to "stop-search" or type in "stop-search" on the SlickEdit command line.
did you try Esc key , if all fails you have the might ctrl+alt+shift+f2