According to the Official Sage Advice Compendium:
@aloadofbullshit @mikemearlsDivine Smite is for ‘melee weapon attacks’ so is it ok for my Monk/Paladin to use with Unarmed Strikes? Unarmed strikes are melee weapon attacks.
— Jeremy Crawford (@JeremyECrawford) March 15, 2017