Our recommendation was always first to disavow and then reach out to people to have those links removed. Quite often webmasters will not get back to your link removal requests, but it’s always worth a try. We’ve seen some Penguin penalty recoveries without having any links removed. Bear in mind that you should try to have the links removed, especially if your website has a Manual Action.