Midnight in Paris takes home the Original Screenplay award while The Descendants wins for Adapted Screenplay.
The Artist wins seven awards including Best Film, Best Director, and Best Actor for Jean Dujardin.
Hugo leads the pack with 11 nominations, and The Artist is close behind with 10 nominations, including nods in the five main categories.
Woody Allen, David Fincher, Michel Hazanavicius, Alexander Payne, and Martin Scorsese are all vying for the award.
Owen Wilson, Adrien Brody, Marion Cotillard, and Rachel McAdams star in this Woody Allen drama about a family travelling through Paris.
Woody Allen's new drama stars Owen Wilson, Rachel McAdams and Marion Cotillard and centers on a family's unique journey to Paris.
Woody Allen's latest movie stars Kathy Bates, Adrien Brody and Marion Cotillard and centers on a family finding love and mystery in Paris.
The actress was hired to re-shoot France's First Lady's scenes as a precaution.
Gallic comedians Gad Elmaleh and Manu Payet join Marion Cotillard and Carla Bruni-Sarkozy.
The film will begin principal photography this summer in Paris.
Director Woody Allen has revealed new details about his latest film.