However, they manually group the discourse markers into several categories based on human knowledge and predict the category instead of the explicit discourse marker phrase.
the size of their dataset is much smaller than that in , and sometimes there has been disagreement among annotators about what exactly is the correct categorization of discourse relations (Hobbs, 1990).