Compared with the first line, we can see that gold causal relations led to approximately 2% improvement in precision and recall in temporal performance, which is a reasonable margin given the fact that C-Links are often much sparser than T-Links in practice.
existing approaches all followed the interval representation of events (Allen, 1984), which yields 13 temporal relations (denoted byR T here) as shown in Fig.