1 citations · 2 across the 4 of their papers we have counts for
4 papers
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…
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…
NewsTweet: A Dataset of Social Media Embedding in Online Journalism
Munif Ishad Mujib, Hunter Scott Heidenreich, Colin J. Murphy +3
The inclusion of social media posts---tweets, in particular---in digital news stories, both as commentary and increasingly as news sources, has become commonplace in recent years.…