CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions

Kevin Tian, Teng Zhang, James Zou

Word embedding is a useful approach to capture co-occurrence structures in large text corpora. However, in addition to the text data itself, we often have additional covariates ass…