8 citations · 12 across the 10 of their papers we have counts for
3 papers · 1 filter
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…