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A Discriminative Hierarchical Model for Fast Coreference at Large Scale

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Figure

Figure 1: Discriminative hierarchical factor graph for coreference: Latent entity nodes (white boxes)summarize subtrees
Figure 2: Pairwise model on six mentions: Opencircles are the binary coreference decision variables,shaded circles are the observed mentions, and theblack boxes are the factors of the graphical modelthat encode the pairwise compatibility functions.
Figure 3: Example coreference proposals for the case where r i and r j are initially in different clusters.
Figure 4: Sampling Performance Plots for 145k mentions

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