128 citations · 135 across the 5 of their papers we have counts for
5 papers
Victim as a Service: Designing a System for Engaging with Interactive Scammers
Daniel Spokoyny, Nikolai Vogler, Xin Gao +7
Pig butchering, and similar interactive online scams, lower their victims' defenses by building trust over extended periods of conversation - sometimes weeks or months. They have b…
Towards Answering Climate Questionnaires from Unstructured Climate Reports
Daniel Spokoyny, Tanmay Laud, Tom Corringham +1
The topic of Climate Change (CC) has received limited attention in NLP despite its urgency. Activists and policymakers need NLP tools to effectively process the vast and rapidly gr…
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context
Daniel Spokoyny, Ivan Lee, Zhao Jin +1
Physical measurements constitute a large portion of numbers in academic papers, engineering reports, and web tables. Current benchmarks fall short of properly evaluating numeracy o…
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…
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…