In the spirit of the work done by (Shinyama and Sekine, 2003;Bunescu and Mooney, 2007), we are trying to collect clusters of paraphrases for given relation mentions.
instead of designing the heuristic explicitly, we use a validation set to observe the statistical correlations of each of the three possible heuristics we discussed above.