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The paper considers an approach of using Google Search API and GPT-4o model for qualitative and quantitative analyses of news through retrieval-augmented generation (RAG).
Bayesian data analysis
Andrew Gelman, John B Carlin, Hal S Stern, David B Dunson, Aki Vehtari, and Donald B Rubin · 2013
Earlier work this paper cites.
Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan
John Kruschke · 2014
Earlier work this paper cites.
Stan: A probabilistic programming language
Bob Carpenter, Andrew Gelman, Matthew D Hoffman, Daniel Lee, Ben Goodrich, Michael Betancourt, Marcus Brubaker, Jiqiang Guo, Peter Li, and Allen Riddell · 2017
Earlier work this paper cites.
Using Bayesian regression for stacking time series predictive models
Bohdan M. Pavlyshenko · 2020
Earlier work this paper cites.
Regression approach for modeling COVID-19 spread and its impact on stock market
Bohdan M. Pavlyshenko · 2020
Earlier work this paper cites.
The great transformer: Examining the role of large language models in the political economy of AI
Dieuwertje Luitse and Wiebke Denkena · 2021
Earlier work this paper cites.
Methods of Informational Trends Analytics and Fake News Detection on Twitter
Bohdan M. Pavlyshenko · 2022
Earlier work this paper cites.
PoliBERTweet: a pre-trained language model for analyzing political content on Twitter
Kornraphop Kawintiranon and Lisa Singh · 2022
Cited alongside, same era.
News summarization and evaluation in the era of GPT-3
Tanya Goyal, Junyi Jessy Li, and Greg Durrett · 2022
Cited alongside, same era.
Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al · 2023
Cited alongside, same era.
Financial News Analytics Using Fine-Tuned Llama 2 GPT Model
Bohdan M Pavlyshenko · 2023
Cited alongside, same era.
Kiana Kheiri and Hamid Karimi · 2023
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The political biases of chatgpt
David Rozado · 2023
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AI model GPT-3 (dis) informs us better than humans
Giovanni Spitale, Nikola Biller-Andorno, and Federico Germani · 2023
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On political theory and large language models
Emma Rodman · 2024
Closest in time.
Disinformation detection: An evolving challenge in the age of llms
Bohan Jiang, Zhen Tan, Ayushi Nirmal, and Huan Liu · 2024
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GPT is an effective tool for multilingual psychological text analysis
Steve Rathje, Dan-Mircea Mirea, Ilia Sucholutsky, Raja Marjieh, Claire E Robertson, and Jay J Van Bavel · 2024
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Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al · 2023
Cited alongside, same era.
Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model
Bohdan M Pavlyshenko · 2023
Cited alongside, same era.
Out of one, many: Using language models to simulate human samples
Lisa P Argyle, Ethan C Busby, Nancy Fulda, Joshua R Gubler, Christopher Rytting, and David Wingate · 2023
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