398 citations · 2.8k across the 98 of their papers we have counts for
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stat.ML2013★ 1 cited
Anytime Belief Propagation Using Sparse Domains
Sameer Singh, Sebastian Riedel, Andrew McCallum
Belief Propagation has been widely used for marginal inference, however it is slow on problems with large-domain variables and high-order factors. Previous work provides useful app…
cs.LG2013
Latent Relation Representations for Universal Schemas
Sebastian Riedel, Limin Yao, Andrew McCallum
Traditional relation extraction predicts relations within some fixed and finite target schema. Machine learning approaches to this task require either manual annotation or, in the…