BEST NOVEL
Winner: Who Fears Death, Nnedi Okorafor (DAW)- 
Zoo City, Lauren Beukes (Jacana South Africa; Angry Robot)
- 
The Hundred Thousand Kingdoms, N.K. Jemisin (Orbit)
- 
The Silent Land, Graham Joyce (Gollancz; Doubleday)
- 
Under Heaven, Guy Gavriel Kay (Viking Canada; Roc; Harper Voyager UK)
- 
Redemption In Indigo, Karen Lord (Small Beer)
BEST NOVELLA
Winner: “The Maiden Flight of McCauley’s Bellerophon,” Elizabeth Hand (Stories: All-New Tales)- 
Bone and Jewel Creatures, Elizabeth Bear (Subterranean)
- 
The Broken Man, Michael Byers (PS)
- 
The Thief of Broken Toys, Tim Lebbon (ChiZine)
- “The Mystery Knight,” George R.R. Martin (Warriors)
- “The Lady Who Plucked Red Flowers beneath the Queen’s Window,” Rachel Swirsky (Subterranean Summer 2010)
BEST SHORT FICTION
Winner: “Fossil-Figures,” Joyce Carol Oates (Stories: All-New Tales)- “Beautiful Men,” Christopher Fowler (Visitants: Stories of Fallen Angels and Heavenly Hosts)
- “Booth’s Ghost,” Karen Joy Fowler (What I Didn’t See and Other Stories)
- “Ponies,” Kij Johnson (Tor.com 11/17/10)
- “Tu Sufrimiento Shall Protect Us,” Mercurio D. Rivera (Black Static 8-9/10)
BEST ANTHOLOGY
Winner: My Mother She Killed Me, My Father He Ate Me, Kate Bernheimer, ed. (Penguin)- 
The Way of the Wizard, John Joseph Adams, ed. (Prime)
- 
Haunted Legends, Ellen Datlow & Nick Mamatas, eds. (Tor)
- 
Stories: All-New Tales, Neil Gaiman & Al Sarrantonio, eds. (Morrow; Headline Review)
- 
Black Wings: New Tales of Lovecraftian Horror, S.T. Joshi, ed. (PS)
- 
Swords & Dark Magic, Jonathan Strahan & Lou Anders, eds. (Eos)
BEST COLLECTION
Winner: What I Didn’t See and Other Stories, Karen Joy Fowler (Small Beer)- 
The Ammonite Violin & Others, Caitlín R. Kiernan (Subterranean)
- 
Holiday, M. Rickert (Golden Gryphon)
- 
Sourdough and Other Stories, Angela Slatter (Tartarus)
- 
The Third Bear, Jeff VanderMeer (Tachyon)
BEST ARTIST
Winner: Kinuko Y. Craft- Vincent Chong
- Richard A. Kirk
- John Picacio
- Shaun Tan
SPECIAL AWARD, PROFESSIONAL
Winner: Marc Gascoigne, for Angry Robot- John Joseph Adams, for editing and anthologies
- Lou Anders, for editing at Pyr
- Stéphane Marsan & Alain Névant, for Bragelonne
- Brett Alexander Savory & Sandra Kasturi, for ChiZine
SPECIAL AWARD, NON-PROFESSIONAL
Winner: Alisa Krasnostein, for Twelfth Planet Press- Stephen Jones, Michael Marshall Smith, & Amanda Foubister, for 
Brighton Shock!: The Souvenir Book Of The World Horror Convention 2010- Matthew Kressel, for Sybil’s Garage and Senses Five Press
- Charles Tan, for Bibliophile Stalker
- Lavie Tidhar, for The World SF Blog
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As usual, I've read nothing of those titles, and as usual the nominations seem incredibly weird to me, but I guess congrats to the winners all the same.