I have my persistence.xml with the same name using TopLink under the META-INF directory. Then, I have my code calling it with:
persistence.xml
TopLink
META-INF
Make sure that the persistence.xml file is in the directory: /WEB-INF/classes/META-INF
/WEB-INF/classes/META-INF