1 Our methods are similar to past work on KBC (Mintz et al., 2009;Nickel et al., 2011;Lao et al., 2011;Nickel et al., 2012;Gardner et al., 2014;West et al., 2014), particularly methods based on distributed representations and neural networks (Socher et al., 2013;Bordes et al., 2013;Bordes et al., 2014a;Bordes et al., 2014b;Yang et al., 2014;Gu et al., 2015;Toutanova et al., 2015).
we want to design and train models that define a function score(t 1 , R, t 2 ) that provides a quality score for an arbitrary tuple t 1 , R, t 2 .