Silver paste is among the best materials for glueing the metal wires from which current is made flowing throughout the sample, and between which the voltage drop is measured. For getting the best accuracy, the electrical resistance at the contact points must be as low as possible, hence the use of silver paste. Without it, there is a risk that the contact resistance at the metal wires / sample interface is higher than the resistance of the sample itself, and you'll measure whatever.