Picture - 4 Lord of the Rings: Return of the King Mystic River Lost in Translation Seabiscuit Finding Nemo Director - 4 Peter Jackson (Lord of the Rings: Return of the King) Clint Eastwood (Mystic River) Sofia Coppola (Lost in Translation) Gary Ross (Seabiscuit) Peter Weir (Master and Commander) Actor - 4 Paul Giamatti - American Splendor Sean Penn - Mystic River Bill Murray - Lost in Translation Ben Kingsley - House of Sand and Fog Johnny Depp - Pirates of the Caribbean: Curse of the Black Pearl Actress - 3 Naomi Watts - 21 Grams Charlize Theron - Monster Scarlett Johansson - Lost in Translation Jennifer Connelly - House of Sand and Fog  Diane Keaton - Something's Gotta Give Supporting Actress - 3 Patricia Clarkson - Pieces of April Holly Hunter - Thirteen Maria Bello - The Cooler Ellen DeGeneres - Finding Nemo Renee Zelwegger - Cold Mountain Supporting Actor - 4 William H. Macy - Seabiscuit Benicio del Toro - 21 Grams Ken Watanabe - The Last Samurai Alec Baldwin - The Cooler Tim Robbins - Mystic River Original Screenplay - 3 Lost in Translation Finding Nemo 21 Grams In America Thirteen Adapted Screenplay - 4 Lord of the Rings: The Return of the King Mystic River American Splendor House of Sand and Fog Seabiscuit