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Samuel Wolken

Observed names: Sam Wolken, Wolken, Sam, Wolken, Samuel
ORCID: 0009-0005-8366-8528
Observed ORCID: 0009-0005-8366-8528
OpenAlex ID: A5023957641
Automated Annotation with Generative AI Requires Validation
2023 · Pangakis, Nicholas, Wolken, Samuel, et al. · arXiv (Cornell University) · 47
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Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
2024 · Nicholas Pangakis, Sam Wolken · Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) · 36
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Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI
2025 · Nick Pangakis, Sam Wolken · Proceedings of the International AAAI Conference on Web and Social Media · 27
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The rise of and demand for identity‐oriented media coverage
2024 · Daniel J. Hopkins, Yphtach Lelkes, et al. · American Journal of Political Science · 23
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Unpacking media bias in the growing divide between cable and network news
2025 · Homa Hosseinmardi, Samuel Wolken, et al. · Scientific Reports · 6
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The diminishing state of shared reality on US television news
2023 · Hosseinmardi, Homa, Wolken, Samuel, et al. · arXiv (Cornell University) · 2
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The Limits of De-Politicizing–and Also of Annotation: A Case Study in Russian Media Outlets’ Social Media Posts, 2016–2024
2026 · Liancheng Gong, Daniel J Hopkins, et al. · Proceedings of the International AAAI Conference on Web and Social Media · 1
Systemic electioneering from the evangelical pulpit: Evidence from a computational analysis
2026 · Marc S. Jacob, Yphtach Lelkes, et al. · Proceedings of the National Academy of Sciences · 1
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Increased Fox News Viewership Is Not Associated with Heightened Anti-Black Prejudice
2023 · Daniel J. Hopkins, Yphtach Lelkes, et al. · SSRN Electronic Journal · 1
The Limits of De-politicizing--and Also of Annotation: A Case Study in Russian Media Outlets' Social Media Posts, 2016--2024
2026 · Daniel Hopkins, Liancheng Gong, et al.
Local Television News in a Changing Media Environment
2025 · Wolken, Samuel · ScholarlyCommons (University of Pennsylvania)
Replication Data for: The Rise of and Demand for Identity-Oriented Media Coverage
2023 · Hopkins, Daniel J., Lelkes, Yphtach, et al. · Harvard Dataverse
Works count: 14
Citation count: 144
H-index: 5
I10-index: 4
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