The rates of all chemical reactions increase with temperature. So if a reaction is exothermic and the heat isn't removed, the reaction speeds up as the temperature increases. However, you also have to be aware of what Yanick says. All reactions run forward and in reverse simultaneously. When the temperature rises, both rates increase, but not necessarily by the same amount. So by changing the temperature, you can also change the point at which the forward and reverse reactions reach equilibrium. Once you reach the equilibrium point, the net rate of the reaction is zero. So, in short, not only do you have to consider rates of the forward and reverse reactions, but also where their equilibrium point is located.
Chet