Daniel Farke's side beat West Ham 4-2 on penalties to progress after a thrilling 2-2 draw on Sunday.
Last year's finalists Manchester City will take on Championship side Southampton in the other semi-final.
The games will be played at Wembley on the weekend of 25-26 April.
More to follow.
