Source : Webster's Revised Unabridged Dictionary (1913)

Forgetfully \For*get"ful*ly\, adv.
   In a forgetful manner.

Source : WordNet®

forgetfully
     adv : in a forgetful manner; "she is getting old and acts
           forgetfully"