The overall agreement for the 68 discourse relations is 45.6% for exact match, 45.6% for Arg1, and 79.4% for Arg2. The <cite>PDTB</cite> also reported a higher level of agreement in annotating Arg2 than in annotating Arg1 (Miltsakaki et al. 2004) . We manually analyzed the cases with disagreement.