Besides the transitivity constraints represented by Y 1 above, we also propose to enforce prior knowledge to further constrain the search space for Y .
linguistic insight has resulted in rules for predicting the temporal relations with special syntactic or semantic patterns, as was done in CAEVO (a state-of-the-art method).