It is not always easy to get lurkers to engage in the forum, and sometimes that is not a bad thing. Some people prefer to read and contribute when they are ready.
I would say keep an eye on the lurkers, and see what they tend to check out on your forum, and then create more content around their interests, which could be what is needed for them to start contributing.