Urging the people to maintain peace, she said, "Violence cannot be a solution to any problem and only talks can solve it."
"Though I will not be there, other ministers have been given the responsibility to hold the meeting," Banerjee told reporters at the airport before leaving for Netherlands to speak on the occasion of UN Public Service Day on June 23.
She accused the Gorkha Janmukti Morcha (GJM) of hatching a "conspiracy to divide the state".
"We are ready for talks with the Centre, but the agenda has to be only Gorkhaland," GJM Darjeeling MLA Amar Singh Rai had said.