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20232026
most citedChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

161 citations · 235 across the 16 of their papers we have counts for

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Showing 2025Show all

5 papers · 1 filter

cs.CY2025

Shifts in U.S. Social Media Use, 2020-2024: Decline, Fragmentation, and Enduring Polarization

Petter Törnberg

Using nationally representative data from the 2020 and 2024 American National Election Studies (ANES), this paper traces how the U.S. social media landscape has shifted across plat…

cs.SI2025

Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences

Petter Törnberg

Ideologically homogeneous online environments - often described as "echo chambers" or "filter bubbles" - are widely seen as drivers of polarization, radicalization, and misinformat…

cs.SI2025★ 1 cited

Can We Fix Social Media? Testing Prosocial Interventions using Generative Social Simulation

Maik Larooij, Petter Törnberg

Social media platforms have been widely linked to societal harms, including rising polarization and the erosion of constructive debate. Can these problems be mitigated through pros…

cs.CL2025

Measuring Negative Campaigning across Languages with Large Language Models: A Study of 18 Million Tweets in 19 Countries

Victor Hartman, Petter Törnberg

Negative campaigning is a defining feature of electoral competition, yet comparative research on its drivers has remained limited by the high cost and limited scalability of existi…

cs.CL2025

Elite political incivility is rising across democracies

Petter Törnberg, Juliana Chueri

Is political incivility rising across democracies - and if so, why? Analysing approximately 13.8 million tweets from parliamentarians in 26 countries with a validated large languag…