At the moment, you can define one path and one "Publish Javadoc" task per project.

Like you can define multiple tasks in the html publisher plugin, which allows you to generate a report per module, it would be a good addition to do the same for this plugin, if you have more than one module and want to display javadocs per module, be able to create several tasks.