128 citations · 128 across the 1 of their papers we have counts for
2 papers
cs.CL2020
An Empirical Investigation of Contextualized Number Prediction
Daniel Spokoyny, Taylor Berg-Kirkpatrick
We conduct a large scale empirical investigation of contextualized number prediction in running text. Specifically, we consider two tasks: (1)masked number prediction-predicting a…
cs.LG2019★ 128 cited
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
Junxian He, Daniel Spokoyny, Graham Neubig +1
The variational autoencoder (VAE) is a popular combination of deep latent variable model and accompanying variational learning technique. By using a neural inference network to app…