From pretraining data to language models to downstream tasks: Tracking the trails of political biases leading to unfair NLP models
Language models (LMs) are pretrained on diverse data sources, including news, discussion
forums, books, and online encyclopedias. A significant portion of this data includes opinions …
forums, books, and online encyclopedias. A significant portion of this data includes opinions …
[图书][B] News framing effects: Theory and practice
S Lecheler, CH De Vreese - 2019 - library.oapen.org
" News Framing Effects is a guide to framing effects theory, one of the most prominent
theories in media and communication science. Rooted in both psychology and sociology …
theories in media and communication science. Rooted in both psychology and sociology …
The dynamics of public attention: Agenda-setting theory meets big data
W Russell Neuman, L Guggenheim… - Journal of …, 2014 - academic.oup.com
Researchers have used surveys and experiments to better understand communication
dynamics, but confront consistent distortion from self-report data. But now both digital …
dynamics, but confront consistent distortion from self-report data. But now both digital …
Polarized frames on “climate change” and “global warming” across countries and states: Evidence from Twitter big data
Environmental communication researchers have focused on the role of media frames in the
formation of public opinion. Yet, little is known about how citizens incorporate such frames …
formation of public opinion. Yet, little is known about how citizens incorporate such frames …
[图书][B] Political public relations
J Strömbäck, S Kiousis - 2011 - api.taylorfrancis.com
Names: Strömbäck, Jesper editor.| Kiousis, Spiro editor. Title: Political public relations:
concepts, principles, and applications/edited by Jesper Strömbäck and Spiro Kiousis …
concepts, principles, and applications/edited by Jesper Strömbäck and Spiro Kiousis …
Memes as games: The evolution of a digital discourse online
J Seiffert-Brockmann, T Diehl… - New Media & …, 2018 - journals.sagepub.com
This study proposes a theoretical framework for understanding how and why certain memes
prevail as a form of political discourse online. Since memes are constantly changing as they …
prevail as a form of political discourse online. Since memes are constantly changing as they …
Attention and amplification in the hybrid media system: The composition and activity of Donald Trump's Twitter following during the 2016 presidential election
Building on studies of the hybrid media system and attention economy, we develop the
concept of amplification to explore how the activities of social media–based publics may …
concept of amplification to explore how the activities of social media–based publics may …
Constructing policy narratives in 140 characters or less: The case of gun policy organizations
MK Merry - Policy Studies Journal, 2016 - Wiley Online Library
This study examines interest groups' framing of gun policy issues via an analysis of nearly
10,000 tweets by the Brady Campaign to Prevent Gun Violence and the National Rifle …
10,000 tweets by the Brady Campaign to Prevent Gun Violence and the National Rifle …
Teens' social media engagement during the COVID-19 pandemic: a time series examination of posting and emotion on Reddit
Research has rarely examined how the COVID-19 pandemic may affect teens' social media
engagement and psychological wellbeing, and even less research has compared the …
engagement and psychological wellbeing, and even less research has compared the …