2 papers
cs.CL2021
Spelling Correction with Denoising Transformer
Alex Kuznetsov, Hector Urdiales
We present a novel method of performing spelling correction on short input strings, such as search queries or individual words. At its core lies a procedure for generating artifici…
cs.LG2019
Scalable Deep Unsupervised Clustering with Concrete GMVAEs
Mark Collier, Hector Urdiales
Discrete random variables are natural components of probabilistic clustering models. A number of VAE variants with discrete latent variables have been developed. Training such meth…