Next, we simply take the probability distribution of that event mention pair as the distribution over the relations, for the event pair.
sumscore: The probability between any mention e ∈ E i and an interval I is obtained by: To obtain the probability distribution over the set of temporal relations, R, for any pair of mentions in E i × E j , we used the following procedure: (e i , e j ), r (e i , e j ) * = arg max (e i ,e j )∈E i ×E jP (e i , e j ), r * p ee,r =P (e i , e j ) * , r , ∀r ∈ R given two groups of event mentions, we first compute the total score of each relation, and select the relation which has the highest score.