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This research investigates whether OpenAI's GPT-4, a state-of-the-art large language model, can accurately classify the political bias of news sources based solely on their URLs.
“Measuring Massive Multitask Language Understanding”, 2021
Dan Hendrycks et al · 2009
Earlier work this paper cites.
“What Drives Media Slant? Evidence From U.S. Daily Newspapers”
Matthew Gentzkow and Jesse. Shapiro · 2010
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AllSides
“The Economist Media Bias Rating”, 2012 · 2012
Earlier work this paper cites.
“Political Polarization & Media Habits”, 2014
Amy Mitchell, Jeffrey Gottfried, Jocelyn Kiley and Katerina Eva Matsa · 2014
Earlier work this paper cites.
“Exposure to Ideologically Diverse News and Opinion on Facebook”
Eytan Bakshy, Solomon Messing and Lada. Adamic · 2015
Earlier work this paper cites.
“Why Readers See The Times as Liberal”
Liz Spayd · 2016
Earlier work this paper cites.
AllSides
“How AllSides Rates Media Bias”, 2016 · 2016
Earlier work this paper cites.
“Iffy Quotient: A Platform Health Metric for Misinformation”, 2018
Paul Resnick, Aviv Ovadya and Garlin Gilchrist · 2018
Earlier work this paper cites.
“User’s Guide to Correlation Coefficients”
Haldun Akoglu · 2018
Earlier work this paper cites.
“Search as News Curator: The Role of Google in Shaping Attention to News Information”
Daniel Trielli and Nicholas Diakopoulos · 2019
Earlier work this paper cites.
“Predicting News Source Credibility”
Ahmet Aker, Kevin Vincentius and Kalina Bontcheva · 2019
Earlier work this paper cites.
Ad Fontes Media
“The Economist Bias and Reliability”, 2019 · 2019
Earlier work this paper cites.
“Should You Trust Media Bias Charts?”, 2021
Jake Sheridan · 2021
Earlier work this paper cites.
“On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?”
Emily. Bender, Timnit Gebru, Angelina McMillan-Major and Shmargaret Shmitchell · 2021
Earlier work this paper cites.
Media Bias/Fact Check
“Left vs. Right Bias: How We Rate the Bias of Media Sources”, 2021 · 2021
Earlier work this paper cites.
In Reuters , 2021
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“Calibrate Before Use: Improving Few-Shot Performance of Language Models”, 2021
Tony. Zhao et al · 2021
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“Growing Polarization around Climate Change on Social Media”
Max Falkenberg et al · 2022
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“Emergent Abilities of Large Language Models”, 2022
Jason Wei et al · 2022
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Ad Fontes Media
“Interactive Media Bias Chart”, 2023 · 2023
Cited alongside, same era.
“Can Large Language Models Be an Alternative to Human Evaluation?”
Cheng-Han Chiang and Hung-yi Lee · 2023
Cited alongside, same era.
“High Level of Correspondence across Different News Domain Quality Rating Sets”
Hause Lin et al · 2023
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Media Bias/Fact Check
“Frequently Asked Questions”, 2023 · 2023
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Open PageRank
“What Is Open PageRank?”, 2023 · 2023
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Media Bias/Fact Check
“The Economist - Bias and Credibility”, 2023 · 2023
Later among the works it cites.
“GPT-4 System Card”, 2023
OpenAI · 2023
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“Chain-of-Thought Prompting Elicits Reasoning in Large Language Models”, 2023
Jason Wei et al · 2023
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“Evaluating Twitter’s Algorithmic Amplification of Low-Credibility Content: An Observational Study”, 2023
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Fabrizio Gilardi, Meysam Alizadeh and Maël Kubli · 2023
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“ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning”, 2023
Petter Törnberg · 2023
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“Large Language Models Can Be Used to Estimate the Latent Positions of Politicians”, 2023
Patrick. Wu, Jonathan Nagler, Joshua. Tucker and Solomon Messing · 2023
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“Large Language Models Can Rate News Outlet Credibility”, 2023
Kai-Cheng Yang and Filippo Menczer · 2023
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Kevin Roose · 2023
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“ChatGPT Sets Record for Fastest-Growing User Base - Analyst Note”
Krystal Hu · 2023
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Giulio Corsi · 2023
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“GPT-4 Technical Report”, 2023
Josh Achiam et al · 2023
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“The Importance of Human-Labeled Data in the Era of LLMs”
Yang Liu · 2023
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“Guest Post: LLMs & Humans: The Perfect Duo for Data Labeling”, 2023
Sergei Tilga · 2023
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AllSides
“AllSides Media Bias Ratings”, 2024 · 2024
Closest in time.
Media Bias/Fact Check
“New York Times - Bias and Credibility”, 2024 · 2024
Closest in time.
Center for Research on Foundation Models
“Holistic Evaluation of Language Models (HELM)”, 2024 · 2024
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Papers with Code
“MMLU Benchmark (Multi-task Language Understanding)”, 2024 · 2024
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