20 citations · 49 across the 5 of their papers we have counts for
5 papers
SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators
Panayiotis Smeros, Carlos Castillo, Karl Aberer
This paper describes, develops, and validates SciLens, a method to evaluate the quality of scientific news articles. The starting point for our work are structured methodologies th…
A Dynamic Embedding Model of the Media Landscape
Jeremie Rappaz, Dylan Bourgeois, Karl Aberer
Information about world events is disseminated through a wide variety of news channels, each with specific considerations in the choice of their reporting. Although the multiplicit…
Selection Bias in News Coverage: Learning it, Fighting it
Dylan Bourgeois, Jeremie Rappaz, Karl Aberer
News entities must select and filter the coverage they broadcast through their respective channels since the set of world events is too large to be treated exhaustively. The subjec…
Weakly Supervised Active Learning with Cluster Annotation
Fábio Perez, Rémi Lebret, Karl Aberer
In this work, we introduce a novel framework that employs cluster annotation to boost active learning by reducing the number of human interactions required to train deep neural net…
ScienceWISE: Topic Modeling over Scientific Literature Networks
Andrea Martini, Artem Lutov, Valerio Gemmetto +11
We provide an up-to-date view on the knowledge management system ScienceWISE (SW) and address issues related to the automatic assignment of articles to research topics. So far, SW…