Hi Kpark102,
Increased temperature doesn't make OH a better leaving group, though it does increase the average kinetic energy which means that reactions are more likely to take place by overcoming the activation energy barrier. It is the protonating of the -OH group, making water, which is a good leaving group, that lets this reaction proceed in (reasonably) good yield.
I still say the best way to swap an OH for a Cl on a benzene ring is with thionyl chloride (SOCl2), but I guess you gotta make due with the chemicals you got!