Synonyms for Actually (same or very similar meaning)
WordNet sense 1 (in actual fact):
reallyWordNet sense 2 (used to imply that one would expect the fact to be the opposite of that stated; surprisingly):
in realityFrom the ODE community, based on WordNetadd/edit