Personally, I'd say the better option would be to increase the size and frequency of your water changes for a while until the pH comes back into balance with your tap water.  baking soda will do all the things that SbS is saying, but I believe that it will raise the pH too quickly.  It is the rapid change in pH that harms the fish, I believe, not the value itself.  
A slower solution to raise your pH would be old shells... if you were to add some to your tank (either in the main area, or the filter) they will slowly dissolve, also raising your pH and kH, but at a much more gradual pace.
All things considered though, cories prefer acidic, soft water. So, they aren't really in a bad spot where they are.
				
			A slower solution to raise your pH would be old shells... if you were to add some to your tank (either in the main area, or the filter) they will slowly dissolve, also raising your pH and kH, but at a much more gradual pace.
All things considered though, cories prefer acidic, soft water. So, they aren't really in a bad spot where they are.