4.2.1, the prior distributions from TEMPROB can also be used to regularize the conventional ILP formulation.
in each document, let I r (ij) ∈ {0, 1} be the indicator function of relation r for event i and event j; let x r (ij) ∈ [0, 1] be the corresponding softmax score obtained from the local classifiers (depending on the sentence distance between i and j).