You don't need to remove it, you can just disable it.
There must be an easier way to do it, but when you write a text message area for example, long press on the text area part, Input Method, Samsung Keypad.
This could disable it for all apps:
Settings -> Locale and text -> Samsung keypad -> uncheck "keypad sweeping"