The Reds were paired with the Gunners after defeating Leicester City on penalties at Anfield in a last-eight tie on Wednesday evening.
The first leg will be played at Emirates Stadium, with the return fixture to be hosted at Anfield.
The semi-final ties are scheduled to be played in the weeks commencing January 3 and 10.
Fixture details will be confirmed in due course.