activity
20242026
most citedWhat We Know About Using Non-Engagement Signals in Content Ranking

7 citations · 8 across the 3 of their papers we have counts for

collaborators

5 papers

stat.AP2026

Evaluating for the long term: Learnings from industry

Leif Sigerson, Tom Cunningham, Winston Chou +22

Online platforms prioritize long-term business outcomes, yet typical experiments are far too short to measure these outcomes directly. Our goal in this paper is to collect and shar…

cs.CY2025★ 1 cited

Social Media Harm Abatement: Mechanisms for Transparent Public Health Assessment

Nathaniel Lubin, Yuning Liu, Amanda Yarnell +7

Social media platforms have been accused of causing a range of harms, resulting in dozens of lawsuits across jurisdictions. These lawsuits are situated within the context of a long…

cs.CY2024

Shaping the Future of Social Media with Middleware

Luke Hogg, Renée DiResta, Francis Fukuyama +6

Middleware, third-party software intermediaries between users and platforms, has been broached as a means to decentralize the power of social media platforms and enhance user agenc…

cs.CY2024

AI and the Future of Digital Public Squares

Beth Goldberg, Diana Acosta-Navas, Michiel Bakker +24

Two substantial technological advances have reshaped the public square in recent decades: first with the advent of the internet and second with the recent introduction of large lan…

cs.SI2024★ 7 cited

What We Know About Using Non-Engagement Signals in Content Ranking

Tom Cunningham, Sana Pandey, Leif Sigerson +7

Many online platforms predominantly rank items by predicted user engagement. We believe that there is much unrealized potential in including non-engagement signals, which can impro…