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Public opinion reflects and shapes societal behavior, but the traditional survey-based tools to measure it are limited.
The people’s choice
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Krosnick, J. A. & Brannon, L. A · 1993
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Dynamic representation
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Racial attitudes and the "new south"
Kuklinski, J. H., Cobb, M. D. & Gilens, M · 1997
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Berinsky, A. J · 1999
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Soft news goes to war: Public opinion and American foreign policy in the new media age (Princeton University Press, 2003)
Baum, M · 2003
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Framing sweatshops: Nike, global production, and the american news media
Greenberg, J. & Knight, G · 2004
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Consumer confidence and consumer spending
Ludvigson, S. C · 2004
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The political (and economic) origins of consumer confidence
Boef, S. D. & Kellstedt, P. M · 2004
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The nature of belief systems in mass publics (1964)
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Sars wars: an examination of the quantity and construction of health information in the news media
Berry, T. R., Wharf-Higgins, J. & Naylor, P · 2007
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Identifying the persuasive effects of presidential advertising
Huber, G. A. & Arceneaux, K · 2007
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The fox news effect: Media bias and voting
DellaVigna, S. & Kaplan, E · 2007
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Rankings and reactivity: How public measures recreate social worlds
Espeland, W. & Sauder, M · 2007
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Republic.Com 2.0 (Princeton University Press, USA, 2007)
Sunstein, C. R · 2007
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New media and the polarization of american political discourse
Baum, M. A. & Groeling, T · 2008
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From tweets to polls: Linking text sentiment to public opinion time series
O’Connor, B., Balasubramanyan, R., Routledge, B. & Smith, N · 2010
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The influence of negative newspaper coverage on consumer confidence: The dutch case
Hollanders, D. & Vliegenthart, R · 2011
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The filter bubble: What the Internet is hiding from you (Penguin UK, 2011)
Pariser, E · 2011
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Public opinion (Routledge, 2017)
Lippmann, W · 2017
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Understanding black-box predictions via influence functions
Koh, P. W. & Liang, P · 2017
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The science of fake news
Lazer, D. M. et al · 2018
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Taking the study of political behavior online
Ansolabehere, S. & Schaffner, B. F · 2018
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Understanding back-translation at scale
Edunov, S., Ott, M., Auli, M. & Grangier, D · 2018
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BERT: Pre-training of deep bidirectional transformers for language understanding
Devlin, J., Chang, M.-W., Lee, K. & Toutanova, K · 2019
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Metaphors we think with: The role of metaphor in reasoning
Thibodeau, P. H. & Boroditsky, L · 2011
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Statistical analysis of list experiments
Blair, G. & Imai, K · 2012
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Comm research—views from europe| five challenges for the future of media-effects research
Valkenburg, P. M. & Peter, J · 2013
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Representational style in Congress: What legislators say and why it matters (Cambridge University Press, 2013)
Grimmer, J · 2013
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Distributed representations of words and phrases and their compositionality
Mikolov, T., Sutskever, I., Chen, K., Corrado, G. S. & Dean, J · 2013
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The all new don’t think of an elephant!: Know your values and frame the debate (Chelsea Green Publishing, 2014)
Lakoff, G · 2014
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Language models as knowledge bases?
Petroni, F. et al · 2019
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Media effects across time and subject: How news coverage affects two out of four attributes of consumer confidence
Boukes, M., Damstra, A. & Vliegenthart, R · 2019
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Linking artificial and human neural representations of language
Gauthier, J. & Levy, R · 2019
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A meta-analysis of news media’s public agenda-setting effects, 1972-2015
Luo, Y., Burley, H., Moe, A. & Sui, M · 2019
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Evaluating the fake news problem at the scale of the information ecosystem
Allen, J., Howland, B., Mobius, M., Rothschild, D. & Watts, D. J · 2020
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Language models are few-shot learners
Brown, T. et al · 2020
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Misinformation during a pandemic
Bursztyn, L., Rao, A., Roth, C. P. & Yanagizawa-Drott, D. H · 2020
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Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic
Allcott, H. et al · 2020
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The persuasive effect of fox news: Non-compliance with social distancing during the covid-19 pandemic
Simonov, A., Sacher, S. K., Dubé, J.-P. H. & Biswas, S · 2020
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Adapterhub: A framework for adapting transformers
Pfeiffer, J. et al · 2020
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Surface form competition: Why the highest probability answer isn’t always right
Holtzman, A., West, P., Shwartz, V., Choi, Y. & Zettlemoyer, L · 2021
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American news pathways project faq (2021)
2021
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Ethical and social risks of harm from language models
Weidinger, L. et al · 2021
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Palm: Scaling language modeling with pathways
Chowdhery, A. et al · 2022
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