Expert-annotated datasets of implicit discourse relations are expensive to produce, so it would be preferable to use weak supervision, by automatically labeling instances with explicit connectives (Marcu and Echihabi, 2003).
sporleder and Lascarides (2008) show that models trained on explicitly marked examples generalize poorly to implicit relation identification.