Furthermore, by combining this idea with a straightforward machine learning approach, the overall performance of our method is on par with state-of-the-art pattern based methods.
to obtain the final output of our method we assign each unique noun pair the maximum score from all (noun pair, sentence) triples it occurs in, and discard all other sentences for this noun pair.