However, this approach suffered from the issue of noisy labels.
some subsequent studies (Riedel et al., 2010;Hoffmann et al., 2011;Surdeanu et al., 2012) considered distant supervision relation extraction as a multi-instance learning problem, which extracted relation from a bag of sentences instead of a single sentence.