Moreover, we can improve accuracy by simultaneously operating on relations observed in the New York Times corpus and in Freebase.
our model outperforms the current state-of-the-art distant supervision method (Surdeanu et al., 2012) by 10% points Mean Average Precision through joint implicature among surface patterns and Freebase relations.