Williams finished with 5½ sacks, second-most among NFL players at his position. He was also credited with 77 tackles. Both were career highs.
This will mark Williams first Pro Bowl appearance since being drafted by Buffalo in the fifth round of the 2006 draft out of LSU.
A hamstring injury forced Seymour to miss the Raiders' season finale against Kansas City.