The width of depletion layer is a p-n junction decreases due to 

Due to increase in dope concentration number of free electrons in the n-region and number of holes in the p-region near the interface of p and n regions increases. Due to this recombination of electron and holes take place in a very narrow region near the interface. As a result thickness of depletion layer decreases.