The England midfielder was forced off late in Wednesday's win over Brighton and scans have revealed damage to the left knee which will sideline him for a few weeks.
Defender Dejan Lovren returns after missing the last three matches with a knock.
Burnley have no fresh injury concerns for Saturday's trip to Anfield.
Ashley Barnes (hernia), Ben Mee (thigh) and Matt Lowton (foot) remain absent for Sean Dyche's men.
Jack Cork is another out and the Burnley boss says it looks like the midfielder's ankle issue will require surgery.
Liverpool provisional squad: Alisson, Alexander-Arnold, Van Dijk, Gomez, Robertson, Fabinho, Wijnaldum, Keita, Salah, Firmino, Mane, Adrian, Williams, Lovren, Wijnaldum, Oxlade-Chamberlain, Minamino, Origi, Elliott, Jones, Shaqiri.
Burnley provisional squad: Pope, Peacock-Farrell, Bardsley, Long, Tarkowski, Thomas, Dunne, Driscoll-Glennon, Taylor, Pieters, Westwood, Brownhill, , Benson, Goodridge, McNeil, Gudmundsson, Brady, Rodriguez, Vydra, Wood, Thompson.