LED's are diodes, so they will rectify an AC voltage without an additional rectifier. HOWEVER, LED's tend to have a very low reverse voltage limit, (Vr), so they could be destroyed by connecting to an AC supply unless specified for such use.
I would also expect some flicker at mains frequency...