A flat MR will struggle to represent 1) the correspondence of arguments to dialog acts; 2) what attributes to group and contrast and 3) semantic equivalence of arguments like date time1 and date time2.
our MRs ease discourse-level learning and encourage reuse of arguments across multiple dialog acts.