You'll need to edit .project file in your project directory and delete
<buildCommand> <name>org.drools.eclipse.droolsbuilder</name> <arguments> </arguments></buildCommand>
then re-import your project into workspace. Delete it first (without deleting from file system) and then import it as existing project. It worked at least for me.