86 citations · 181 across the 16 of their papers we have counts for
7 papers · 1 filter
Outgroup Animosity Has Risen for Politicians, Journalists, and a Sample of Partisan Users on Twitter and Reddit
Suyash Fulay, Deb Roy
Using language models, we analyze a sample of 67 million tweets and 30 million Reddit comments referencing a set of 215 political entities from 2010-2023 from partisan users, journ…
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings
William Brannon, Wonjune Kang, Suyash Fulay +4
Learning on text-attributed graphs (TAGs), in which nodes are associated with one or more texts, has been the subject of much recent work. However, most approaches tend to make str…
Divergences in Following Patterns between Influential Twitter Users and Their Audiences across Dimensions of Identity
Suyash Fulay, Nabeel Gillani, Deb Roy
Identity spans multiple dimensions; however, the relative salience of a dimension of identity can vary markedly from person to person. Furthermore, there is often a difference betw…
All a-board: sharing educational data science research with school districts
Nabeel Gillani, Doug Beeferman, Cassandra Overney +2
Educational data scientists often conduct research with the hopes of translating findings into lasting change through policy, civil society, or other channels. However, the bridge…
Language Models Trained on Media Diets Can Predict Public Opinion
Eric Chu, Jacob Andreas, Stephen Ansolabehere +1
Public opinion reflects and shapes societal behavior, but the traditional survey-based tools to measure it are limited. We introduce a novel approach to probe media diet models --…
Retrievability in an Integrated Retrieval System: An Extended Study
Dwaipayan Roy, Zeljko Carevic, Philipp Mayr
Retrievability measures the influence a retrieval system has on the access to information in a given collection of items. This measure can help in making an evaluation of the searc…