Learning document embeddings along with their uncertainties

Santosh Kesiraju, Oldřich Plchot, Lukáš Burget +1

Majority of the text modelling techniques yield only point-estimates of document embeddings and lack in capturing the uncertainty of the estimates. These uncertainties give a notio…