The meeting has been called by Home Minister and Leader of Lok Sabha Sushilkumar Shinde and Parliamentary Affairs Minister Kamal Nath in the wake of Andhra Pradesh MP's Forum convenor Ponnam Prabhakar speaking of the possibility of some of the MPs staying away from the vote.
Prabhakar, MP from Karimnagar in Telangana, said that the MPs are agitated over non-decision on the contentious statehood issue.
Three Union ministers from the region -- S Jaipal Reddy, Sarvey Satyanarayana and Balram Naik -- have also been called for consultations.
Several MPs from Telangana have been protesting inside and outside Parliament on the statehood issue demanding that the Congress and the government immediately announce formation of a separate state.
Earlier in the day, Nath held a meeting of AICC convenors from different states as part of preparations to face the vote in both Houses of Parliament.
The party has already issued a three-line whip asking its MPs to be present in the House and vote in favour of the government.