23 citations · 23 across the 2 of their papers we have counts for
2 papers
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…
cs.AI2012★ 23 cited
Automorphism Groups of Graphical Models and Lifted Variational Inference
Hung Hai Bui, Tuyen N. Huynh, Sebastian Riedel
Using the theory of group action, we first introduce the concept of the automorphism group of an exponential family or a graphical model, thus formalizing the general notion of sym…