Similar observations can be made with respect to Chambers and Jurafsky (2009) and Kasch and Oates (2010), who also study a single discourse relation (narration), and are thus more limited in scope than the approach described here.
another prospective field of application can be seen in NLP applications, where selection preferences for relation words may serve as a cheap replacement for full-fledged discourse parsing.