These famous actors and actresses have been nominated multiple times, but never won an Academy Award. Best Actress for Fatal Attraction (1988), Dangerous Liaisons (1989) and Albert Nobbs (2012). Best Supporting Actress for The World According to Garp (1983), The Big Chill (1984), and The Natural (1985). Best Actress for American Hustle (2014). Best Supporting Actress for Junebug (2006), Doubt (2009), The Fighter (2011), and The Master (2013). Best Actress for Blue Valentine (2011) and My Week with Marilyn (2012). Best Supporting Actress for Brokeback Mountain (2006) and Manchester by the Sea (2017). Best Actor for the film Pollock (2001). Best Supporting Actor for Apollo 13 (1996), The Truman Show (1999) and The Hours (2003). Best Actress for American Beauty (2000), Being Julia (2005) and The Kids Are All Right (2011). Best Supporting Actress in The Grifters (1991). Best Actor for Born on the Fourth of July (1990) and Jerry Maguire (1997). Best Supporting Actor in Magnolia (2000). Best Actress in Aliens (1987) and Gorillas in the Mist: The Story of Dian Fossey (1989). Best Supporting Actress for Working Girl (1989)