Jota suffered a foot injury in the recent win at Manchester United, while Kabak may have already played his final game for the club having only joined on loan in January.
Behind them, Alisson Becker will start again having become the most unlikely goalscoring saviour in Liverpool history with his iconic winner against West Bromwich Albion on Sunday.
Changes to the starting XI from that game could be scarce, although Georginio Wijnaldum will be pushing for a recall having been rested at The Hawthorns.
Jota's absence means that there are unlikely to be any changes to the front three, where Mohamed Salah will be looking to enhance his Golden Boot chances.
The Egyptian is currently level with Harry Kane on 22 goals, which have earned Liverpool 16 points this season - more than any other player has earned for their side in the Premier League.
However, he is without a goal in his last five meetings with the Clarets, which is his longest goalless run against any specific opponent in the Premier League.
Liverpool possible starting lineup: Alisson; Alexander-Arnold, R Williams, Phillips, Robertson; Thiago, Fabinho, Wijnaldum; Salah, Firmino, Mane
Watch the Sports Mole Football Shorts prediction for this game below: