In order to answer these questions, we take a pragmatic, application-oriented approach to evaluation that is based on the assumption that we want to know which words are distributionally similar because particular applications can make use of this information.
high performance in one application area is not necessarily correlated with high performance in another application area (Weeds and Weir 2003a).