This happens if the application mappings are incorrect, or if you are using Windows 2003 and they haven't been "allowed" in the "Service Extensions" area of IIS yet. To allow them:
1.) Open IIS
2.) Select Web Service Extensions from the left tree.
3.) Choose the Unknown Extensions and change them from Prohibited to Allowed.