Non-polar materials do not have any permanent dipole moment. This statement is true.
When a non-polar material is placed in an electric field, centre of positive charge is pushed in the direction of the electric field and centre of the negative charge is pushed in the direction opposite to the electric field. Hence, they don't coincide. Therefore, reason is false.