The aim of this book is to provide the means for exploiting and analyzing the linguistic information that is captured by process models. This chapter represents the first step in this direction by introducing a technique for automatically parsing and annotating process models. The technique can deal with the specific challenges of process model element labels and uses insights about grammatical structures and a tailored disambiguation algorithm to yield accurate results.