I found a good way to do this. I use JUnit parameterized tests. This is a good tutorial to learn how to implement those tests.
I use also generic methods that read a WSDL file and retrieve the types needed to do my tests. So now I have just one generic parameterized test for all my webServices, and parameters are paths of my WSDL files, input files and expected output files.