Tensor Factorization

Matrix and tensor factorization have been ap- plied to a number of semantic relatedness tasks, including paraphrase identification. The key idea is that similarity in the latent space implies semantic …...

We introduce a new approach to unsupervised estimation of feature-rich semantic role la- beling models. Our model consists of two components: (1) an encoding component: a semantic role labeling model …...