Our goal is to develop shared tasks for collaborative and knowledge-backed writing systems. During the workshop we will put together a working document that outlines the shared tasks and make a presentation to elicit feedback from the participants. We will also recruit members interested in helping us run this shared task as part of an ACL conference workshop.