'The Shape of Water' leads the nominations with 13, followed by 'Dunkirk' with eight.
The 90th Oscars take place on Sunday, with 'The Shape of Water' and 'Three Billboards Outside Ebbing, Missouri' expected to do battle for the main prizes.
Allen's adoptive daughter Dylan Farrow accused Woody of sexually abusing her as a child, and criticised some members of the #TimesUp movement for overlooking her accusations.
The overall message at the Hollywood Foreign Press Association's champagne-drenched annual prize-giving was a call for continued change.
With all the eloquent speeches, none roused the room like Winfrey's, who had the crowd giving her repeated ovations not once, but three times.