As shown in Figure 1 , featurizer ϕ in our model contains three encoders which encode entity e and its context x into feature vectors, and we consider both sentence-level context x s and document-level context x d in contrast to prior work which only takes sentence-level context (Gillick et al., 2014;<cite> Shimaoka et al., 2017)</cite> .