47 citations · 125 across the 23 of their papers we have counts for
4 papers · 1 filter
Domain Agnostic Real-Valued Specificity Prediction
Wei-Jen Ko, Greg Durrett, Junyi Jessy Li
Sentence specificity quantifies the level of detail in a sentence, characterizing the organization of information in discourse. While this information is useful for many downstream…
Picking Apart Story Salads
Su Wang, Eric Holgate, Greg Durrett +1
During natural disasters and conflicts, information about what happened is often confusing, messy, and distributed across many sources. We would like to be able to automatically id…
Spherical Latent Spaces for Stable Variational Autoencoders
Jiacheng Xu, Greg Durrett
A hallmark of variational autoencoders (VAEs) for text processing is their combination of powerful encoder-decoder models, such as LSTMs, with simple latent distributions, typicall…
Modeling Semantic Plausibility by Injecting World Knowledge
Su Wang, Greg Durrett, Katrin Erk
Distributional data tells us that a man can swallow candy, but not that a man can swallow a paintball, since this is never attested. However both are physically plausible events. T…