34 citations · 107 across the 18 of their papers we have counts for
21 papers
Von Mises Mixture Distributions for Molecular Conformation Generation
Kirk Swanson, Jake Williams, Eric Jonas
Molecules are frequently represented as graphs, but the underlying 3D molecular geometry (the locations of the atoms) ultimately determines most molecular properties. However, most…
Which tweets 'deserve' to be included in news stories? Chronemics of tweet embedding
Munif Ishad Mujib, Asta Zelenkauskaite, Jake Ryland Williams
The use and selection of user-generated social media content, specifically tweets, as a news source has become an integral part of news production practice. Yet, the mapping and th…
EigenNoise: A Contrastive Prior to Warm-Start Representations
Hunter Scott Heidenreich, Jake Ryland Williams
In this work, we present a naive initialization scheme for word vectors based on a dense, independent co-occurrence model and provide preliminary results that suggest it is competi…
To Know by the Company Words Keep and What Else Lies in the Vicinity
Jake Ryland Williams, Hunter Scott Heidenreich
The development of state-of-the-art (SOTA) Natural Language Processing (NLP) systems has steadily been establishing new techniques to absorb the statistics of linguistic data. Thes…
A general solution to the preferential selection model
Jake Ryland Williams, Diana Solano-Oropeza, Jacob R. Hunsberger
We provide a general analytic solution to Herbert Simon's 1955 model for time-evolving novelty functions. This has far-reaching consequences: Simon's is a pre-cursor model for Bara…
Investigating Coordinated 'Social' Targeting of High-Profile Twitter Accounts
Hunter Scott Heidenreich, Munif Ishad Mujib, Jake Ryland Williams
Following the 2016 US presidential election, there has been an increased focus on politically-motivated manipulation of mass-user behavior on social media platforms. Since a large…