HFPA members responded to the allegations, with high-profile members like Tom Cruise returning his Golden Globe Awards in protest.
The Hollywood Foreign Press Association has vowed to change.
The filmmaker is the first Asian woman to win Best Director at the Academy Awards.
Every notable award the Bong Joon-ho film has won, so far.
The comedic duo’s fourth time to host the annual ceremony.