Finding coordinations provides useful infor-mation for many NLP endeavors. However, the task has not received much attention in the literature. A major reason for that is that the annotation of major treebanks does not re-liably annotate coordination. This makes it virtually impossible to detect coordinations in which two conjuncts are separated by punctu-ation rather than by a coordinating conjunc-tion. In this paper, we present an annotation scheme for the Penn Treebank which intro-duces a distinction between coordinating from non-coordinating punctuation. We discuss the general annotation guidelines as well as prob-lematic cases. Eventually, we show that this additional annotation allows the retrieval of a considerable number of coordinate structures beyond the ones having a coordinating con-junction.