Synonyms for Absentminded (same or very similar meaning)
WordNet sense 1 (lost in thought; showing preoccupation):
absent, abstracted, scattyWordNet sense 2 (showing a lack of attention or care):
inattentiveFrom the ODE community, based on WordNetadd/edit