No, tax breaks simply allow them to keep what is more of theirs in the first place. The government is not giving the corporation anything, it is just taking less from the corporation. Corporate welfare would be something like a bank or GM bailout whereby the government is giving the corporation money over and above what the corporation earned on its own.
Corporate welfare is giving one business something other businesses don't get.