Randy Newman lost seven times, including three straight after being nominated in 1998, 1999, and 2000 before finally winning in 2001 for this song from Pixar's Monsters, Inc.. (He'd also win again in 2010 for "We Belong Together" from Toy Story 3)
"If I Didn't Have You"