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cs.SI2026★ 1 cited
The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement
Jonathan Stray, Ian Baker, George Beknazar-Yuzbashev +41
We report the first direct comparisons of multiple alternative social media algorithms on multiple platforms on outcomes of societal interest. We used a browser extension to modify…
cs.SI2024
Calibrate-Extrapolate: Rethinking Prevalence Estimation with Black Box Classifiers
Siqi Wu, Paul Resnick
In computational social science, researchers often use a pre-trained, black box classifier to estimate the frequency of each class in unlabeled datasets. A variety of prevalence es…