Petter Törnberg

26 papers A 1Journal 24Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large Language Models Reproduce Racial Stereotypes When Used for Text Annotation. CoRR Petter Törnberg
2026	J	`jnl`	Validation is the central challenge for generative social simulation: a critical review of LLMs in agent-based modeling. Artif. Intell. Rev. Maik Larooij, Petter Törnberg
2025	J	`jnl`	Artificial intelligence and the state: Seeing like an artificial neural network. Big Data Soc. Petter Törnberg, Ola Söderström, Jennifer Barella, Saskia Greyling, Sophie Oldfield
2025	J	`jnl`	Can We Fix Social Media? Testing Prosocial Interventions using Generative Social Simulation. CoRR Maik Larooij, Petter Törnberg
2025	J	`jnl`	Computational Turing Test Reveals Systematic Differences Between Human and AI Language. CoRR Nicolò Pagan, Petter Törnberg, Christopher A. Bail, Anikó Hannák, Christopher Barrie
2025	J	`jnl`	Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations. CoRR Maik Larooij, Petter Törnberg
2025	J	`jnl`	Elite Political Discourse has Become More Toxic in Western Countries. CoRR Petter Törnberg, Juliana Chueri
2025	J	`jnl`	Emergent LLM behaviors are observationally equivalent to data leakage. CoRR Christopher Barrie, Petter Törnberg
2025	J	`jnl`	Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences. CoRR Petter Törnberg
2025	J	`jnl`	Shifts in U.S. Social Media Use, 2020-2024: Decline, Fragmentation, and Enduring Polarization. CoRR Petter Törnberg
2025	A	`conf`	Toxic Bias: Perspective API Misreads German as More Toxic. ICWSM Gianluca Nogara, Francesco Pierri, Stefano Cresci, Luca Luceri, Petter Törnberg, Silvia Giordano
2025	J	`jnl`	Who Attacks, and Why? Using LLMs to Identify Negative Campaigning in 18M Tweets across 19 Countries. CoRR Victor Hartman, Petter Törnberg
2024	J	`jnl`	Best Practices for Text Annotation with Large Language Models. CoRR Petter Törnberg
2024	J	`jnl`	Inside a White Power echo chamber: Why fringe digital spaces are polarizing politics. New Media Soc. Petter Törnberg, Anton Törnberg
2024	J	`jnl`	Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity. J. Comput. Soc. Sci. Rupert Kiddle, Petter Törnberg, Damian Trilling
2024	J	`jnl`	Prompt Stability Scoring for Text Annotation with Large Language Models. CoRR Christopher Barrie, Elli Palaiologou, Petter Törnberg
2023	J	`jnl`	ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning. CoRR Petter Törnberg
2023	J	`jnl`	How platforms govern: Social regulation in digital capitalism. Big Data Soc. Petter Törnberg
2023	J	`jnl`	How to use LLMs for Text Analysis. CoRR Petter Törnberg
2023	J	`jnl`	Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms. CoRR Petter Törnberg, Diliara Valeeva, Justus Uitermark, Christopher Bail
2023	J	`jnl`	Toxic Bias: Perspective API Misreads German as More Toxic. CoRR Gianluca Nogara, Francesco Pierri, Stefano Cresci, Luca Luceri, Petter Törnberg, Silvia Giordano
2022	J	`jnl`	Editorial: The Computational Analysis of Cultural Conflicts. Frontiers Big Data Petter Törnberg, Eckehard Olbrich, Justus Uitermark
2021	J	`jnl`	Adoption Soc. Networks Anna Keuchenius, Petter Törnberg, Justus Uitermark
2021	J	`jnl`	For a heterodox computational social science. Big Data Soc. Petter Törnberg, Justus Uitermark
2019	—	`conf`	Ideal, Best, and Emerging Practices in Creating Artificial Societies. SpringSim Philippe J. Giabbanelli, Alexey A. Voinov, Brian Castellani, Petter Törnberg
2018	J	`jnl`	The limits of computation: A philosophical critique of contemporary Big Data research. Big Data Soc. Petter Törnberg, Anton Törnberg